A system and method for autonomous SAR image quality validation is provided. The system includes a control module and a set of analysis modules. The analysis modules include a metadata analysis module, an image analysis module, a spectral analysis module, and a calibration analysis module. The control module orchestrates analysis runs on SAR image products that use the analysis modules, routes messages between the analysis modules, and generates an analysis run report containing information specific to the analysis run. The analysis run report may include diagnostics generated by one or more of the analysis modules during analysis of the SAR image product. The control module may send the analysis run report to a graphical user interface module for display to a user.
A system and method for determining vessel heading in synthetic aperture radar (SAR) imagery is provided. The method includes: storing, in a data storage device: a vessel signature comprising a set of SAR image pixels corresponding to a vessel detected in a SAR image containing the set of SAR image pixels; and an orientation of the vessel, the orientation having a 180 degree ambiguity; processing the vessel signature with a vessel direction determination module configured to determine a direction of travel of the vessel relative to a SAR payload that captured the SAR image based on azimuth smearing; and determining a heading of the vessel by disambiguating the orientation using the determined direction of travel.
Provided herein are systems and methods for beam mode design for multi-frequency, multi-polarization, and multi-frequency and multi-polarization ScanSAR at very coarse resolution. A method performed with a beam mode design application includes: receiving mission-specific beam mode design parameters; selecting a subset of beam mode configurations from a beam mode configuration space, wherein: (i) when the ratio of azimuth dwell time to pulse two-way return time is <1, the subset includes configurations that disregard pulse transmission window timing constraints, and (ii) when the ratio of azimuth dwell time to pulse two-way return time is <1/2, the subset includes configurations that allow two or more bursts transmission intervals to occur consecutively without intervening burst receive intervals; characterizing, a possible synthetic aperture radar (SAR) performance; generating outputs defining a possible beam mode; iteratively feeding back the outputs as inputs for further characterizing possible SAR performances; and outputting a compliant beam mode.
A system and method for detecting spoofing in automated identification system ("AIS") data is provided. The method includes: storing, in a data storage device, a vessel track comprising a plurality of temporally ordered AIS position reports with the same vessel identifier; identifying, by a processor, an AIS position report in the vessel track for spoofing detection; executing, by the processor, an anomaly type classifier algorithm on the AIS position report to classify the AIS position report as a non-persistent anomaly or a persistent anomaly; and flagging, by the processor, the vessel track for spoofing when the output of the anomaly type classifier algorithm is a persistent anomaly.
A system and method for estimating orientation of a vessel in synthetic aperture radar (SAR) imagery is provided. The method includes storing, in a data storage device, a vessel detection of the vessel in a SAR image, the vessel detection comprising a set of all pixels in the SAR image that contain backscattered energy from the vessel, and estimating, by one or more processors, the orientation of the vessel using a Principal Component Analysis (PCA) on the vessel detection wherein each pixel is weighted using a function of the backscattered energy.
A system and method for detecting spoofing in automated identification system ("AIS") data is provided. The method includes: storing, in a data storage device, a vessel track comprising a plurality of temporally ordered AIS position reports with the same vessel identifier; identifying, by a processor, an AIS position report in the vessel track for spoofing detection; executing, by the processor, an anomaly type classifier algorithm on the AIS position report to classify the AIS position report as a non-persistent anomaly or a persistent anomaly; and flagging, by the processor, the vessel track for spoofing when the output of the anomaly type classifier algorithm is a persistent anomaly.
Systems and methods for detecting and tracking resident space objects (RSOs) are provided. In an embodiment, the system uses an optical sensor on some or all spacecraft in a constellation to track RSOs for space domain awareness. The system performs RSO detection and tracking onboard individual satellites using data collected by the respective sensors and performs further RSO detection and tracking using outputs from multiple spacecraft. In an embodiment, the optical sensor may be a wide field of view optical sensor, such as a star tracker sensor. The star tracker sensor may be a repurposed star tracker sensor configured to operate in a different manner from its typical or traditional star tracking function.
A system and method for synthetic aperture radar (SAR) based three-dimensional (3D) deformation measurement is provided herein. The synthetic aperture radar (SAR) system includes a SAR computer system for three dimensional (3D) deformation monitoring having a 3D acquisition planner module that receives any one or more of multi-sensor characteristic data, target requirements data, and ancillary datasets, to generate an observation plan, a data acquisition module that transmits the observation plan to trigger the acquisition of SAR data from at least one SAR satellite, and an integration processing module that computes 3D surface displacement measurements from the SAR data to measure 3D deformation.
A system, method, and server for cloud-enabled data processing are provided. The system includes receiving data, pre-processing the data, and a server including a data acquisition module for receiving the data, a data ingestion module for ingesting and pre-filtering the data, transferring the pre-processed input data to edge computing units, an extraction module for performing geocoding and enrichment on the pre-processed input data to extract multidimensional landscape features including georeferenced data, an ML pre-processing module for applying one or more supervised or unsupervised ML algorithms to analyze the georeferenced data to detect anomalies and potential threats, data archiving storage for storing data and the multidimensional landscape features according to lifecycle management rules, a data indexing and cataloguing module for integrating with data catalog services to create metadata for the archived data stored in the data archiving storage, a prioritized data transmission module for transmitting prioritized data to end users.
G01S 13/90 - Radar or analogous systems, specially adapted for specific applications for mapping or imaging using synthetic aperture techniques
G06F 15/16 - Combinations of two or more digital computers each having at least an arithmetic unit, a program unit and a register, e.g. for a simultaneous processing of several programs
G01N 21/27 - ColourSpectral properties, i.e. comparison of effect of material on the light at two or more different wavelengths or wavelength bands using photo-electric detection
G06V 10/58 - Extraction of image or video features relating to hyperspectral data
G06V 10/70 - Arrangements for image or video recognition or understanding using pattern recognition or machine learning
G06V 10/94 - Hardware or software architectures specially adapted for image or video understanding
A system and method for contact management. The system for contact management includes a contact manager for managing contact between a satellite and a ground station. The contact manager includes a contact plan service that allows the contact manager to support customer formatted contacts. The contact manager includes a ground terminal manager having configurable rules for defining resources for the contact. The contact manager includes a contact workflow manager that controls workflow based on the resources allocated to the contact. The contact manager includes a timeline manager that manages time line elements used to construct a timeline of the contact.
Provided herein are systems and methods for vessel classification of SAR images using a Deep Learning model, the method includes training a Deep Learning model by generating training chips from previously acquired SAR images, generating training, validation, and test manifest files of generated training chips, training the Deep Learning model using a training manifest file, validating the Deep Learning model using a validation manifest file, and testing the Deep Learning model using a test manifest file, classifying vessels of interest (VOI) by acquiring a SAR image, detecting VOI within the SAR image, preparing image chips for each detected vessel in the SAR image, wherein each training chip includes image data and image metadata for one VOI, and predicting a vessel class of the image chips by the Deep Learning model, and outputting, by the Deep Learning model, an output file which includes a vessel class prediction for each VOI.
G06V 10/764 - Arrangements for image or video recognition or understanding using pattern recognition or machine learning using classification, e.g. of video objects
G01S 13/90 - Radar or analogous systems, specially adapted for specific applications for mapping or imaging using synthetic aperture techniques
A system, method, and server for sensor evaluation are provided, the system including sensors for monitoring an area of interest over a period of interest disposed on sensor platforms and a server for optimizing placement of the sensors, the server pre-calculating environmental statistics for one or more defined time patterns and including a modelling module for generating models of the sensors, platforms, and targets in the AOI over the POI, a definition module for defining a problem in terms of the AOI, POI, sensors, platforms, targets, and optimization criteria and constraints, a discretization module for transforming the problem into a discrete problem within the defined AOI and POI by generating discretization data, an optimization module for optimizing placement of the sensors, according to the discretization data, models, defined time patterns, quality of the one or more sensors, and pre-calculated environmental statistics, and a visualization module for producing a visualization output.
Systems and methods for characterizing resident space objects (RSOs) including collecting hyperspectral data of an RSO using a hyperspectral imaging sensor onboard a spacecraft, processing the data using an ML RSO classification and identification model to obtain RSO and component spectra identification data, transmitting the identification data and the hyperspectral data to a ground station, processing the hyperspectral data at the ground station using an image processing algorithm or technique other than the ML-based RSO classification and identification model to obtain enriched RSO and component spectra identification data, optimizing identification of the RSO and spectra in the hyperspectral data using an output of a comparison of identification data and the enriched identification data to obtain optimized identification data; transmitting the optimized RSO and component spectra identification data to a user device; and displaying the optimized RSO and component spectra identification data in a graphical user interface at the user device.
G06V 20/58 - Recognition of moving objects or obstacles, e.g. vehicles or pedestriansRecognition of traffic objects, e.g. traffic signs, traffic lights or roads
B64G 1/10 - Artificial satellitesSystems of such satellitesInterplanetary vehicles
G06T 7/80 - Analysis of captured images to determine intrinsic or extrinsic camera parameters, i.e. camera calibration
G06V 10/80 - Fusion, i.e. combining data from various sources at the sensor level, preprocessing level, feature extraction level or classification level
G06V 10/82 - Arrangements for image or video recognition or understanding using pattern recognition or machine learning using neural networks
15.
COMPUTER SYSTEM AND METHOD FOR AUTOMATED DETECTION OF MATERIALS USING HYPERSPECTRAL IMAGING AND ARTIFICIAL INTELLIGENCE
Systems, apparatus and methods for detecting materials in a target area are provided herein. The system includes an imaging device, and a computing device. The imaging device is configured to collect input data including hyperspectral image data of the target area. The computing device is configured to receive the input data. The computing device is further configured to analyze the input data using a hyperspectral signature detection model trained to detect at least one spectral signature in the input data indicative of a potential threat, the hyperspectral signature detection model comprising a machine learning based model configured to receive the input data and generate annotated data as an output. At least a portion of the analyzing includes pattern of life algorithms. The computing device is further configured to provide the output to a user device.
G06V 10/26 - Segmentation of patterns in the image fieldCutting or merging of image elements to establish the pattern region, e.g. clustering-based techniquesDetection of occlusion
G06V 10/58 - Extraction of image or video features relating to hyperspectral data
A system and method for mapping vessel track behaviour is provided herein. The system includes an activity detector for detecting vessel activity of a track. The system includes a modeler and trainer for modeling and classifying vessel activity of the track. The modeler and trainer is configured to set up configuration parameters for a model, and train the model to determine state transitions. The system includes a track activity segementer for segmenting vessel activity of the track. The trained model is used to infer a state transition sequence for the track. The track activity segementer is configured to add the inferred state transition sequence to the track, determine characteristic vector per segments by same state per track, and map characteristic vectors of segments into activities with a trained classifier.
Systems and methods for tracking a non-self-reporting vessel ("dark vessel") with an unknown identity are provided. A method includes: providing a system configured to receive and store a plurality of ship detections; comparing a timestamp T2 of a new ship detection having a geolocation of P2 to a timestamp T1 of a first ship detection having a geolocation of P1 and determining that the T2 is later than T1; using kinematical information of the first ship detection, projecting the first ship detection to a projected second geolocation at T2; determining that the projected second geolocation is within a threshold proximity of P2; forming a vessel track having a geolocation of P1 at T1 and a geolocation of P2 at T2; and storing the vessel track in the system as a dark vessel track.
G08G 3/00 - Traffic control systems for marine craft
G01C 21/14 - NavigationNavigational instruments not provided for in groups by using measurement of speed or acceleration executed aboard the object being navigatedDead reckoning by recording the course traversed by the object
18.
SYSTEMS, DEVICES, AND METHODS FOR PREDICTING SHIP TRACKS
Provided is a system and method for predicting a track of a ship. The prediction engine includes an advanced predictor configured to integrate ship track information with historical ship statistics and a land-water map, generate an optimized graph for a lowest-cost path from the ship track information, generate a time-likelihood map, and generate a total probability map from the optimized graph and the time-likelihood map to predict the track of the ship.
A method for fast ordering of targets derived from 2D imagery using space filling curves is provided. The method provides the spatial distance between successive targets is minimized allowing the review process to maintain spatial context when compared to traditional row-major ordering. The ordering is also quick to compute, when compared to MLROSE and Greedy algorithms, supporting near real-time reviewing. The method comprises detecting a plurality of targets in a two-dimensional image; scaling a two-dimensional image to cover all of, or a portion of, a space filling curve matrix, such that each pixel in the image is covered by a cell in the matrix; calculating a space filling curve coordinate for each target in the image, based on its image coordinate; and ordering the plurality of targets according to their respective curve coordinate to generate the ordered list.
A method for fast ordering of targets derived from 2D imagery using space filling curves is provided. The method provides the spatial distance between successive targets is minimized allowing the review process to maintain spatial context when compared to traditional row-major ordering. The ordering is also quick to compute, when compared to MLROSE and Greedy algorithms, supporting near real-time reviewing. The method comprises detecting a plurality of targets in a two-dimensional image; scaling a two-dimensional image to cover all of, or a portion of, a space filling curve matrix, such that each pixel in the image is covered by a cell in the matrix; calculating a space filling curve coordinate for each target in the image, based on its image coordinate; and ordering the plurality of targets according to their respective curve coordinate to generate the ordered list.
A system and method for improved optical production are provided, the system including an artifact generation module for receiving input and generating one or more artifacts based on the input, artifact storage for storing the one or more artifacts, and a product generator for receiving a product request and generating a product based on the input, the one or more artifacts, and the product request.
A system and method for improved optical production are provided, the system including an artifact generation module for receiving input and generating one or more artifacts based on the input, artifact storage for storing the one or more artifacts, and a product generator for receiving a product request and generating a product based on the input, the one or more artifacts, and the product request.
A system and method for providing reliable satellite communications is provided herein. The system includes a first terminal configured to establish and maintain a list of networks available to the first terminal and a second terminal, communicatively connect to the second terminal via a first network to establish a first link for transmitting or receiving data between the terminals, detect a service disruption in the first link, and upon detecting a service disruption, switch the connection of the terminals over the first network from the first network to a second network to establish a second link for transmitting or receiving the data. The first terminal may be configured to secure the data transmitted between the first and second terminal wherein the data is secured by the first terminal prior to transmission over the first network or second network.
A system and method for providing reliable satellite communications is provided herein. The system includes a first terminal configured to establish and maintain a list of networks available to the first terminal and a second terminal, communicatively connect to the second terminal via a first network to establish a first link for transmitting or receiving data between the terminals, detect a service disruption in the first link, and upon detecting a service disruption, switch the connection of the terminals over the first network from the first network to a second network to establish a second link for transmitting or receiving the data. The first terminal may be configured to secure the data transmitted between the first and second terminal wherein the data is secured by the first terminal prior to transmission over the first network or second network.
A system and method for fusing multiple sources of earth observation data is provided. The system includes a signal-level multi-source data hub configured to ingest and archive signal-level data, the signal-level data being earth observation data; a signal-level data fusion module configured to transform the signal-level data into object-level data comprising a plurality of objects; an object-level multi-source data hub configured to archive the object-level data and auxiliary data; an object-level data fusion module configured to identify inter-object relationship data in the object-level data using the auxiliary data, the inter-object relationship data comprising one or more relationships between the series of objects; and a third data fusion module configured to process the inter-object relationship data to determine sensor placement and acquisition planning for subsequent signal-level data collection.
A system and method for multi-mission planning of remote sensing is provided herein. A system for multi-mission planning performs integrated optimized scheduling of multiple heterogenous satellite missions. The system generates multi-mission acquisition schedules, a set of optimized and de-conflicted satellite schedules that satisfy specific satellite constraints and adhere to mission-specific operational environments.
G01C 11/02 - Picture-taking arrangements specially adapted for photogrammetry or photographic surveying, e.g. controlling overlapping of pictures
G06Q 10/04 - Forecasting or optimisation specially adapted for administrative or management purposes, e.g. linear programming or "cutting stock problem"
G06Q 10/0631 - Resource planning, allocation, distributing or scheduling for enterprises or organisations
27.
SYSTEM AND METHOD FOR MULTI-MISSION PLANNING OF REMOTE SENSING DATA ACQUISITION
A system and method for multi-mission planning of remote sensing is provided herein. A system for multi-mission planning performs integrated optimized scheduling of multiple heterogenous satellite missions. The system generates multi-mission acquisition schedules, a set of optimized and de-conflicted satellite schedules that satisfy specific satellite constraints and adhere to mission-specific operational environments.
G01C 11/02 - Picture-taking arrangements specially adapted for photogrammetry or photographic surveying, e.g. controlling overlapping of pictures
G06Q 10/04 - Forecasting or optimisation specially adapted for administrative or management purposes, e.g. linear programming or "cutting stock problem"
G06Q 10/0631 - Resource planning, allocation, distributing or scheduling for enterprises or organisations
28.
COMPUTER SYSTEM AND METHOD FOR FUSING MULTIPLE SOURCES OF MARITIME DOMAIN SURVEILLANCE DATA
A system and method for fusing multiple sources of earth observation data is provided. The system includes a signal-level multi-source data hub configured to ingest and archive signal-level data, the signal-level data being earth observation data; a signal-level data fusion module configured to transform the signal-level data into object-level data comprising a plurality of objects; an object-level multi-source data hub configured to archive the object-level data and auxiliary data; an object-level data fusion module configured to identify inter-object relationship data in the object-level data using the auxiliary data, the inter-object relationship data comprising one or more relationships between the series of objects; and a third data fusion module configured to process the inter-object relationship data to determine sensor placement and acquisition planning for subsequent signal-level data collection.
A system and method for using an advanced associator for tracking marine vessels. The system receives a list of all the observed ships and candidate ships and their known properties which is provided to the advanced associator module which will output a report that lists the associations between the observed ships and the candidate ships, including uncertainties about these associations. The advanced associator collects any information about the properties of the observed ships and of the candidate ships. Then it compares these ship properties and quantifies the overall quality of the comparisons. Finally, it makes a global decision about which observed ship is which candidate ship and provides probabilities that quantify the certainty of its decision.
A system and method for using an advanced associator for tracking marine vessels. The system receives a list of all the observed ships and candidate ships and their known properties which is provided to the advanced associator module which will output a report that lists the associations between the observed ships and the candidate ships, including uncertainties about these associations. The advanced associator collects any information about the properties of the observed ships and of the candidate ships. Then it compares these ship properties and quantifies the overall quality of the comparisons. Finally, it makes a global decision about which observed ship is which candidate ship and provides probabilities that quantify the certainty of its decision.
G08G 3/00 - Traffic control systems for marine craft
31.
COMPUTER SYSTEMS AND METHODS FOR TRAINING AND USING IMAGE SEGMENTATION MODELS TO DETECT RESIDENT SPACE OBJECTS, AND FOR GENERATING SIMULATED TRAINING IMAGES THEREFOR
A method of generating a simulated image for training a model to detect resident space objects (RSOs), a method of training the model, and a method of detecting RSOs are provided. The method includes generating a foreground of the simulated image including RSOs by calculating coordinates of an imaging satellite at a given time, determining an area of interest given a field of view (FOV) of the imaging satellite, and calculating coordinates of all RSOs and saving the coordinates if the RSO is within the area of interest. The method further includes generating a background of the simulated image including stars by querying a star catalogue database for coordinates of all stars that fall inside the FOV, adding noise, and translating RSO and star coordinates to pixel coordinates. The method further includes generating the simulated image by choosing an imaging mode, setting an exposure time, and rendering the simulated image.
Provided herein are systems and methods for enhanced marine ship detection. A system includes a mission planning system for generating a set of tasking commands to send to a plurality of satellites in an intersatellite link (ISL) relay layer, a plurality of Earth observation satellites having overlapping accessible swaths, wherein a first satellite collects first sensor data at a first set of coordinates based on a first tasking command and sends the data to the ISL relay layer, and at least a second satellite trailing behind the first satellite collects second sensor data at a second set of coordinates based on the second tasking command and the first sensor data, and sends the second sensor data to the ISL relay layer, and a reception system to receive ship detection data including the first sensor data and the second sensor data and to generate at least one vessel detection report.
H04W 4/02 - Services making use of location information
H04W 4/40 - Services specially adapted for particular environments, situations or purposes for vehicles, e.g. vehicle-to-pedestrians [V2P]
33.
COMPUTER SYSTEMS AND METHODS FOR TRAINING AND USING IMAGE SEGMENTATION MODELS TO DETECT RESIDENT SPACE OBJECTS, FOR GENERATING SIMULATED TRAINING IMAGES THEREFOR, AND FOR DETECTING AND TRACKING RESIDENT SPACE OBJECTS
A method of generating a simulated image for training a model to detect resident space objects (RSOs), a method of training the model, and a method of detecting RSOs are provided. The method includes generating a foreground of the simulated image including RSOs by calculating coordinates of an imaging satellite at a given time, determining an area of interest given a field of view (FOV) of the imaging satellite, and calculating coordinates of all RSOs and saving the coordinates if the RSO is within the area of interest. The method further includes generating a background of the simulated image including stars by querying a star catalogue database for coordinates of all stars that fall inside the FOV, adding noise, and translating RSO and star coordinates to pixel coordinates. The method further includes generating the simulated image by choosing an imaging mode, setting an exposure time, and rendering the simulated image.
Systems and methods for 3D acquisition planning are provided. A system includes a receiving device, a data processing device, and a user device. The receiving device is configured to receive user input including area of interest (AOI) and timeframe. The data processing device is configured to generate a list of possible synthetic aperture radar (SAR) acquisitions for user-taskable satellites over AOI for timeframe, with associated ground footprints, spatial resolution, and geometry information; simulate deformation and expected noise over AOI; project deformation to SAR line-of-sight for each possible acquisition geometry; for different combinations of three or more acquisition geometries, perform 3D decomposition on simulated noisy data, and compute north/south, east/west, and vertical error; rank the combinations by minimized error across the three dimensions over the AOI; and generate an output including a report and order information for a set of ranked combinations. The user device is configured to display the output.
Systems, methods, and storage media for automatically locating and characterizing ships in electro-optical satellite imagery are provided. The method includes: extracting a ground sample distance from metadata of an electro-optical satellite image; selecting a ship detection model from a plurality of ship detection models using the extracted ground sample distance; converting the electro-optical satellite image into a standardized format; processing the standardized image using the selected ship detection model to obtain a ship detection output including a bounding box for each ship detection; for each ship detection in the ship detection output, geocoding pixel coordinates of the bounding box into geocoded coordinates; generating a ship detection report including the geocoded coordinates of each ship detection in the ship detection output; and transmitting the ship detection report to a user computing device configured to display the ship detection report in a graphical user interface.
Systems and methods for change detection and classification on SAR imagery are provided. The method includes extracting a first spatial patch as a first image chip from a reference SAR image and a second spatial patch as a second image chip from a comparison SAR image, the first and second spatial patches having the same patch size; generating first and second histograms from the first and second image chips, respectively, the first and second histograms having N bins; determining a first set of N bin variables from the first histogram and a second set of N bin variables from the second histogram; measuring a difference between the first and second sets of bin variables using a separation threshold; generating a similarity image comprising a similarity value indicating a level of similarity between the first and second image chips; and reporting changes to the reference SAR image based on the similarity image.
G01S 13/90 - Radar or analogous systems, specially adapted for specific applications for mapping or imaging using synthetic aperture techniques
G06V 10/75 - Organisation of the matching processes, e.g. simultaneous or sequential comparisons of image or video featuresCoarse-fine approaches, e.g. multi-scale approachesImage or video pattern matchingProximity measures in feature spaces using context analysisSelection of dictionaries
38.
COMPUTER SYSTEM AND METHOD FOR MARITIME SURVEILLANCE AND SATELLITE-BASED EARTH OBSERVATION OF OBJECTS USING NADIR-NADIR IMAGE MATCHING
G06V 10/75 - Organisation of the matching processes, e.g. simultaneous or sequential comparisons of image or video featuresCoarse-fine approaches, e.g. multi-scale approachesImage or video pattern matchingProximity measures in feature spaces using context analysisSelection of dictionaries
G06V 10/82 - Arrangements for image or video recognition or understanding using pattern recognition or machine learning using neural networks
Systems, methods, and computer-readable media for vessel identification are provided. The system includes a data storage device storing: a database of optical oblique images each containing a known candidate vessel having a known unique vessel identifier; and an optical nadir satellite image containing an unknown vessel. The system further includes a processor configured to execute a nadir-oblique image matcher configured to: compare, via a neural network, the nadir image to oblique images in the database including determining a similarity score between the nadir image and a respective oblique image; output, via the neural network, a ranked list of the oblique images based on the determined similarity scores; and assign a known unique vessel identifier to the nadir image based on the ranked list.
G06V 20/54 - Surveillance or monitoring of activities, e.g. for recognising suspicious objects of traffic, e.g. cars on the road, trains or boats
G06V 10/75 - Organisation of the matching processes, e.g. simultaneous or sequential comparisons of image or video featuresCoarse-fine approaches, e.g. multi-scale approachesImage or video pattern matchingProximity measures in feature spaces using context analysisSelection of dictionaries
G06V 10/82 - Arrangements for image or video recognition or understanding using pattern recognition or machine learning using neural networks
Computer systems and methods for identification of unknown vessels are provided. A computer system includes at least one data storage device storing: a database of known synthetic aperture radar ("SAR") satellite images each containing a known candidate vessel having a known unique vessel identifier; and an unknown SAR satellite image containing an unknown vessel. The system also includes at least one processor configured to execute a SAR-SAR image matcher configured to: compare, via a neural network, the unknown SAR image to a plurality of known SAR image in the database including determining a match likelihood score; output, via the neural network, a ranked list of the known SAR images based on the determined match likelihood scores; and assign a known unique vessel identifier to the unknown SAR image based on the ranked list.
G01S 13/90 - Radar or analogous systems, specially adapted for specific applications for mapping or imaging using synthetic aperture techniques
G01S 7/41 - Details of systems according to groups , , of systems according to group using analysis of echo signal for target characterisationTarget signatureTarget cross-section
41.
COMPUTER SYSTEM AND METHOD FOR MARITIME SURVEILLANCE AND SATELLITE-BASED EARTH OBSERVATION OF OBJECTS USING SYNTHETIC APERTURE RADAR IMAGE MATCHING
G01S 7/41 - Details of systems according to groups , , of systems according to group using analysis of echo signal for target characterisationTarget signatureTarget cross-section
G01S 13/90 - Radar or analogous systems, specially adapted for specific applications for mapping or imaging using synthetic aperture techniques
42.
COMPUTER SYSTEM AND METHOD FOR MARITIME SURVEILLANCE AND SATELLITE-BASED EARTH OBSERVATION OF OBJECTS USING NADIR-OBLIQUE IMAGE MATCHING
G06V 10/75 - Organisation of the matching processes, e.g. simultaneous or sequential comparisons of image or video featuresCoarse-fine approaches, e.g. multi-scale approachesImage or video pattern matchingProximity measures in feature spaces using context analysisSelection of dictionaries
G06V 10/82 - Arrangements for image or video recognition or understanding using pattern recognition or machine learning using neural networks
G06V 20/54 - Surveillance or monitoring of activities, e.g. for recognising suspicious objects of traffic, e.g. cars on the road, trains or boats
43.
COMPUTER SYSTEM AND METHOD FOR MARITIME SURVEILLANCE AND SATELLITE-BASED EARTH OBSERVATION OF OBJECTS USING NADIR-NADIR IMAGE MATCHING
Computer systems and methods for maritime surveillance and identification of unknown vessels are provided. The system includes at least one data storage device storing: a database of known optical nadir satellite images each containing a known candidate vessel having a known unique vessel identifier; and an unknown optical nadir satellite image containing an unknown vessel. The system also includes at least one processor configured to execute a nadir-nadir image matcher configured to: compare, via a neural network, the unknown nadir image to a plurality of known nadir images in the database, the comparing including determining a similarity score indicating a similarity level between the unknown nadir image and a respective known nadir image; output, via the neural network, a ranked list of the known nadir images based on the determined similarity scores; and assign a known unique vessel identifier to the unknown nadir image based on the ranked list.
G06V 10/75 - Organisation of the matching processes, e.g. simultaneous or sequential comparisons of image or video featuresCoarse-fine approaches, e.g. multi-scale approachesImage or video pattern matchingProximity measures in feature spaces using context analysisSelection of dictionaries
G06V 10/82 - Arrangements for image or video recognition or understanding using pattern recognition or machine learning using neural networks
A system and method for satellite imaging are provided. The system includes a first satellite, a trailing satellite, and a ground terminal. The first satellite acquires synthetic aperture radar (SAR) image data in a first predetermined signal frequency band at a first imaging location and transmits the SAR image data to a ground terminal. The ground terminal determines a second imaging location from the SAR image data and transmits the second imaging location to the trailing satellite. The trailing satellite acquires higher resolution image data in a second predetermined signal frequency band at the second imaging location and transmits the image data to the ground terminal. Systems and methods for satellite imaging are also provided in which a first satellite captures image data and processes the image data onboard to generate a processed product which is transmitted to a receiving terminal at a ground terminal or on a second satellite.
09 - Scientific and electric apparatus and instruments
12 - Land, air and water vehicles; parts of land vehicles
35 - Advertising and business services
38 - Telecommunications services
42 - Scientific, technological and industrial services, research and design
Goods & Services
Computer hardware, namely, data and signal processing
devices; multi-spectral electro-optical image sensors,
namely, radar devices; satellite ground stations, namely,
satellite receiving dishes and antenna, satellite signal
data processing hardware and software, video monitors,
magnetic media for storage of data, facsimile recorders,
electronic hardcopy film recording devices; electric and
electronic video surveillance installations; radar
detectors; radar receivers; radar receivers with amplifiers;
radar transmitters; communications and earth observation
satellites; fixed and mobile satellite receiving ground
station apparatus; satellite apparatus associated with
flight hardware. Trailers in which to house ground station components. Geospatial image provider services, namely, providing retail
and online store services featuring geographic and earth
images captured by aircraft and satellite; compiling of
information into computer databases in the fields of
geospatial information, human terrain information,
socio-cultural information, behavioral information, and
human factors information. Satellite transmission services; electronic delivery of
data, images, photographs and maps. Computer system analysis; technological consulting and
engineering services relating to the development, assembly,
and use of satellite ground stations; marine chart updating;
development and creation of computer programmes for data
processing; image processing software design; land and road
surveying; land surveying; marine, aerial and land
surveying; cartography and mapping services; mapping
services; space-based earth monitoring; interpretation of
digital aerial and satellite images of the earth for others
for scientific and research purposes; photogrammetry
services; geospatial services, namely, making maps and scale
drawings from aerial and satellite photographs; computer
modeling services, namely, evaluating algorithms for object
detection from remotely sensed imagery of earth; software as
a service (SAAS) services featuring software for receiving,
collecting, displaying, processing, and analyzing data from
satellites, and providing geospatial analysis, satellite
command and control, and satellite navigation; software as a
service (SAAS) services featuring software in the field of
digital imagery for use in connection with the collection,
manipulation, processing, electronic formatting and
distribution of aerial, geographic, and satellite imagery;
software as a service (SAAS) services featuring software in
the field of geospatial information and data, geocoding
information, geographic information systems, satellite
imagery, photogrammetry, mapping, location intelligence and
location monitoring, namely, software for accessing,
downloading, analyzing, searching, organizing, sharing,
distributing, updating, purchasing, integrating, and
monitoring imagery, geospatial information, geospatial
content, and location-specific information; providing an
online computer database in the field of geospatial imagery
for producing satellite imagery, namely, a historical
archive of high resolution satellite imagery of a geographic
location for comparison with satellite images of the same
location following a natural disaster, man-made disaster,
political uprising or other event of high interest to
provide historical context plus follow up with imagery of
the geography; provision of databases of maps; providing a
website featuring a database containing remotely sensed
earth imagery; providing a website featuring technology that
allows access and manipulation of software tools for
searching, filtering, annotating, bookmarking, alerting, and
monitoring geospatial imagery; providing a website featuring
on-line non-downloadable software tools for image editing
and manipulation; providing scientific information in the
fields of geospatial information and intelligence related to
a database of images and geographic measurements of the
earth; providing scientific information in the fields of
location intelligence and geospatial intelligence;
scientific research and development and consultation related
thereto in the fields of geospatial information and data,
geo-coding information, geographic information systems,
location intelligence, location-specific information, and
location monitoring, geospatial information and intelligence
services; analysis services for others, namely, analysis of
cartography and mapping information in the field of
geospatial information and consultation related thereto;
computer services in the nature of electronic imaging of
aerial, geographic, and satellite images; computer services,
namely, providing a website featuring technology enabling
users to conduct geographic information analysis.
09 - Scientific and electric apparatus and instruments
12 - Land, air and water vehicles; parts of land vehicles
35 - Advertising and business services
38 - Telecommunications services
42 - Scientific, technological and industrial services, research and design
Goods & Services
Computer hardware, namely, data and signal processing
devices; multi-spectral electro-optical image sensors,
namely, radar devices; satellite ground stations, namely,
satellite receiving dishes and antenna, satellite signal
data processing hardware and software, video monitors,
magnetic media for storage of data, facsimile recorders,
electronic hardcopy film recording devices; electric and
electronic video surveillance installations; radar
detectors; radar receivers; radar receivers with amplifiers;
radar transmitters; communications and earth observation
satellites; fixed and mobile satellite receiving ground
station apparatus; satellite apparatus associated with
flight hardware. Trailers in which to house ground station components. Geospatial image provider services, namely, providing retail
and online store services featuring geographic and earth
images captured by aircraft and satellite; compiling of
information into computer databases in the fields of
geospatial information, human terrain information,
socio-cultural information, behavioral information, and
human factors information. Satellite transmission services; electronic delivery of
data, images, photographs and maps. Computer system analysis; technological consulting and
engineering services relating to the development, assembly,
and use of satellite ground stations; marine chart updating;
development and creation of computer programmes for data
processing; image processing software design; land and road
surveying; land surveying; marine, aerial and land
surveying; cartography and mapping services; mapping
services; space-based earth monitoring; interpretation of
digital aerial and satellite images of the earth for others
for scientific and research purposes; photogrammetry
services; geospatial services, namely, making maps and scale
drawings from aerial and satellite photographs; computer
modeling services, namely, evaluating algorithms for object
detection from remotely sensed imagery of earth; software as
a service (SAAS) services featuring software for receiving,
collecting, displaying, processing, and analyzing data from
satellites, and providing geospatial analysis, satellite
command and control, and satellite navigation; software as a
service (SAAS) services featuring software in the field of
digital imagery for use in connection with the collection,
manipulation, processing, electronic formatting and
distribution of aerial, geographic, and satellite imagery;
software as a service (SAAS) services featuring software in
the field of geospatial information and data, geocoding
information, geographic information systems, satellite
imagery, photogrammetry, mapping, location intelligence and
location monitoring, namely, software for accessing,
downloading, analyzing, searching, organizing, sharing,
distributing, updating, purchasing, integrating, and
monitoring imagery, geospatial information, geospatial
content, and location-specific information; providing an
online computer database in the field of geospatial imagery
for producing satellite imagery, namely, a historical
archive of high resolution satellite imagery of a geographic
location for comparison with satellite images of the same
location following a natural disaster, man-made disaster,
political uprising or other event of high interest to
provide historical context plus follow up with imagery of
the geography; provision of databases of maps; providing a
website featuring a database containing remotely sensed
earth imagery; providing a website featuring technology that
allows access and manipulation of software tools for
searching, filtering, annotating, bookmarking, alerting, and
monitoring geospatial imagery; providing a website featuring
on-line non-downloadable software tools for image editing
and manipulation; providing scientific information in the
fields of geospatial information and intelligence related to
a database of images and geographic measurements of the
earth; providing scientific information in the fields of
location intelligence and geospatial intelligence;
scientific research and development and consultation related
thereto in the fields of geospatial information and data,
geo-coding information, geographic information systems,
location intelligence, location-specific information, and
location monitoring, geospatial information and intelligence
services; analysis services for others, namely, analysis of
cartography and mapping information in the field of
geospatial information and consultation related thereto;
computer services in the nature of electronic imaging of
aerial, geographic, and satellite images; computer services,
namely, providing a website featuring technology enabling
users to conduct geographic information analysis.
47.
SYSTEM, METHOD, AND SATELLITES FOR SURVEILLANCE IMAGING AND EARTH OBSERVATION USING SYNTHETIC APERTURE RADAR IMAGING
A system and method for satellite imaging are provided. The system includes a first satellite, a trailing satellite, and a ground terminal. The first satellite acquires synthetic aperture radar (SAR) image data in a first predetermined signal frequency band at a first imaging location and transmits the SAR image data to a ground terminal. The ground terminal determines a second imaging location from the SAR image data and transmits the second imaging location to the trailing satellite. The trailing satellite acquires higher resolution image data in a second predetermined signal frequency band at the second imaging location and transmits the image data to the ground terminal. Systems and methods for satellite imaging are also provided in which a first satellite captures image data and processes the image data onboard to generate a processed product which is transmitted to a receiving terminal at a ground terminal or on a second satellite.
G06V 10/25 - Determination of region of interest [ROI] or a volume of interest [VOI]
G06V 10/764 - Arrangements for image or video recognition or understanding using pattern recognition or machine learning using classification, e.g. of video objects
A system and method for satellite imaging are provided. The system includes a first satellite, a trailing satellite, and a ground terminal. The first satellite acquires synthetic aperture radar (SAR) image data in a first predetermined signal frequency band at a first imaging location and transmits the SAR image data to a ground terminal. The ground terminal determines a second imaging location from the SAR image data and transmits the second imaging location to the trailing satellite. The trailing satellite acquires higher resolution image data in a second predetermined signal frequency band at the second imaging location and transmits the image data to the ground terminal. Systems and methods for satellite imaging are also provided in which a first satellite captures image data and processes the image data onboard to generate a processed product which is transmitted to a receiving terminal at a ground terminal or on a second satellite.
A system and method for satellite imaging are provided. The system includes a first satellite, a trailing satellite, and a ground terminal. The first satellite acquires synthetic aperture radar (SAR) image data in a first predetermined signal frequency band at a first imaging location and transmits the SAR image data to a ground terminal. The ground terminal determines a second imaging location from the SAR image data and transmits the second imaging location to the trailing satellite. The trailing satellite acquires higher resolution image data in a second predetermined signal frequency band at the second imaging location and transmits the image data to the ground terminal. Systems and methods for satellite imaging are also provided in which a first satellite captures image data and processes the image data onboard to generate a processed product which is transmitted to a receiving terminal at a ground terminal or on a second satellite.
09 - Scientific and electric apparatus and instruments
12 - Land, air and water vehicles; parts of land vehicles
35 - Advertising and business services
38 - Telecommunications services
42 - Scientific, technological and industrial services, research and design
Goods & Services
Computer hardware, namely, data and signal processing devices; Satellite ground stations, namely, satellite signal data processing hardware and software; magnetic media for storage of data, facsimile recorders, electronic hardcopy film recording devices; None of the above in relation to architectural activities and construction specification platforms; Multi-spectral electro-optical image sensors, namely, radar devices; satellite ground stations, namely, satellite receiving dishes and antenna, video monitors; electric and electronic video surveillance installations; radar detectors; radar receivers; radar receivers with amplifiers; radar transmitters; communications and earth observation satellites; fixed and mobile satellite receiving ground station apparatus; satellite apparatus associated with flight hardware. Trailers in which to house ground station components. Compiling of information into computer databases in the fields of geospatial information, human terrain information, socio-cultural information, behavioral information, and human factors information; None of the above in relation to architectural activities and construction specification platforms; Geospatial image provider services, namely, providing retail and online store services featuring geographic and earth images captured by aircraft and satellite. Satellite transmission services; electronic delivery of data, images, photographs and maps. Computer system analysis; Technological consulting and engineering services relating to the development, assembly, and use of satellite ground stations; development and creation of computer programmes for data processing; image processing software design; land and road surveying; land surveying; aerial and land surveying; computer modeling services, namely, evaluating algorithms for object detection from remotely sensed imagery of earth; software as a service (SAAS) services featuring software for receiving, collecting, displaying, processing, and analyzing data from satellites, and providing geospatial analysis, satellite command and control, and satellite navigation; software as a service (SAAS) services featuring software in the field of digital imagery for use in connection with the collection, manipulation, processing, electronic formatting and distribution of aerial, geographic, and satellite imagery; software as a service (SAAS) services featuring software in the field of geospatial information and data, geocoding information, geographic information systems, satellite imagery, photogrammetry, mapping, location intelligence and location monitoring, namely, software for accessing, downloading, analyzing, searching, organizing, sharing, distributing, updating, purchasing, integrating, and monitoring imagery, geospatial information, geospatial content, and location-specific information; providing an online computer database in the field of geospatial imagery for producing satellite imagery, namely, a historical archive of high resolution satellite imagery of a geographic location for comparison with satellite images of the same location following a natural disaster, manmade disaster, political uprising or other event of high interest to provide historical context plus follow up with imagery of the geography; provision of databases of maps; providing a website featuring a database containing remotely sensed earth imagery; providing a website featuring technology that allows access and manipulation of software tools for searching, filtering, annotating, bookmarking, alerting, and monitoring geospatial imagery; providing a website featuring on-line non-downloadable software tools for image editing and manipulation; providing scientific information in the fields of geospatial information and intelligence related to a database of images and geographic measurements of the earth; scientific research and development and consultation related thereto in the fields of geospatial information and data, geo-coding information, geographic information systems, location intelligence, location-specific information, and location monitoring, geospatial information and intelligence services; computer services in the nature of electronic imaging of aerial, geographic, and satellite images; computer services, namely, providing a website featuring technology enabling users to conduct geographic information analysis; None of the above in relation to architectural activities and construction specification platforms; Marine chart updating; Marine surveying; Cartography and mapping services; mapping services; space-based earth monitoring; interpretation of digital aerial and satellite images of the earth for others for scientific and research purposes; photogrammetry services; geospatial services, namely, making maps and scale drawings from aerial and satellite photographs; Providing scientific information in the fields of location intelligence and geospatial intelligence; Analysis services for others, namely, analysis of cartography and mapping information in the field of geospatial information and consultation related thereto.
09 - Scientific and electric apparatus and instruments
12 - Land, air and water vehicles; parts of land vehicles
35 - Advertising and business services
38 - Telecommunications services
42 - Scientific, technological and industrial services, research and design
Goods & Services
Computer hardware, namely, data and signal processing devices; Satellite ground stations, namely, satellite signal data processing hardware and software; magnetic media for storage of data, facsimile recorders, electronic hardcopy film recording devices; None of the above in relation to architectural activities and construction specification platforms; Multi-spectral electro-optical image sensors, namely, radar devices; satellite ground stations, namely, satellite receiving dishes and antenna, video monitors; electric and electronic video surveillance installations; radar detectors; radar receivers; radar receivers with amplifiers; radar transmitters; communications and earth observation satellites; fixed and mobile satellite receiving ground station apparatus; satellite apparatus associated with flight hardware. Trailers in which to house ground station components. Compiling of information into computer databases in the fields of geospatial information, human terrain information, socio-cultural information, behavioral information, and human factors information; None of the above in relation to architectural activities and construction specification platforms; Geospatial image provider services, namely, providing retail and online store services featuring geographic and earth images captured by aircraft and satellite. Satellite transmission services; electronic delivery of data, images, photographs and maps. Computer system analysis; Technological consulting and engineering services relating to the development, assembly, and use of satellite ground stations; development and creation of computer programmes for data processing; image processing software design; land and road surveying; land surveying; aerial and land surveying; computer modeling services, namely, evaluating algorithms for object detection from remotely sensed imagery of earth; software as a service (SAAS) services featuring software for receiving, collecting, displaying, processing, and analyzing data from satellites, and providing geospatial analysis, satellite command and control, and satellite navigation; software as a service (SAAS) services featuring software in the field of digital imagery for use in connection with the collection, manipulation, processing, electronic formatting and distribution of aerial, geographic, and satellite imagery; software as a service (SAAS) services featuring software in the field of geospatial information and data, geocoding information, geographic information systems, satellite imagery, photogrammetry, mapping, location intelligence and location monitoring, namely, software for accessing, downloading, analyzing, searching, organizing, sharing, distributing, updating, purchasing, integrating, and monitoring imagery, geospatial information, geospatial content, and location-specific information; providing an online computer database in the field of geospatial imagery for producing satellite imagery, namely, a historical archive of high resolution satellite imagery of a geographic location for comparison with satellite images of the same location following a natural disaster, manmade disaster, political uprising or other event of high interest to provide historical context plus follow up with imagery of the geography; provision of databases of maps; providing a website featuring a database containing remotely sensed earth imagery; providing a website featuring technology that allows access and manipulation of software tools for searching, filtering, annotating, bookmarking, alerting, and monitoring geospatial imagery; providing a website featuring on-line non-downloadable software tools for image editing and manipulation; providing scientific information in the fields of geospatial information and intelligence related to a database of images and geographic measurements of the earth; scientific research and development and consultation related thereto in the fields of geospatial information and data, geo-coding information, geographic information systems, location intelligence, location-specific information, and location monitoring, geospatial information and intelligence services; computer services in the nature of electronic imaging of aerial, geographic, and satellite images; computer services, namely, providing a website featuring technology enabling users to conduct geographic information analysis; None of the above in relation to architectural activities and construction specification platforms; Marine chart updating; Marine surveying; Cartography and mapping services; mapping services; space-based earth monitoring; interpretation of digital aerial and satellite images of the earth for others for scientific and research purposes; photogrammetry services; geospatial services, namely, making maps and scale drawings from aerial and satellite photographs; Providing scientific information in the fields of location intelligence and geospatial intelligence; Analysis services for others, namely, analysis of cartography and mapping information in the field of geospatial information and consultation related thereto.
06 - Common metals and ores; objects made of metal
09 - Scientific and electric apparatus and instruments
12 - Land, air and water vehicles; parts of land vehicles
21 - HouseHold or kitchen utensils, containers and materials; glassware; porcelain; earthenware
25 - Clothing; footwear; headgear
35 - Advertising and business services
38 - Telecommunications services
42 - Scientific, technological and industrial services, research and design
Goods & Services
fixed and mobile satellite receiving ground stations in the nature of transportable metal constructions Computer hardware, namely, data and signal processing devices for fixed and mobile satellite receiving ground stations in the nature of transportable metal constructions and satellite structures associated with flight hardware, namely telecommunication towers with satellites; multi-spectral electro-optical image sensors, namely, radar devices; satellite ground stations, namely, satellite receiving dishes and antenna, satellite signal data processing computer hardware and recorded computer software, video monitors, magnetic media for storage of data, facsimile recorders, electronic hardcopy film recording devices for sound and image carriers; none of the above in relation to architectural activities and construction specification platforms; electric and electronic video surveillance installations; radar detectors; radar receivers; radar receivers with amplifiers; radar transmitters; communications and earth observation satellites; fixed and mobile satellite receiving ground stations in the nature of transportable metal constructions; Satellite structures associated with flight hardware, namely telecommunication towers with satellites Trailers in which to house ground station components water bottles sold empty, mugs t-shirts, baseball caps and hats, sweatshirts, jackets Outsourcing services in the nature of arranging service contracts for others in the field of developing and assembling satellite ground stations, airborne remote sensing systems, image analysis systems, and airline flight operation systems; none of the above in relation to architectural activities and construction specification platforms; Geospatial image provider services, namely, providing retail and online store services featuring geographic and earth images captured by aircraft and satellite satellite transmission services; electronic delivery of data, images, photographs and maps via a global computer network Computer systems analysis; consulting services in the field of design, implementation and use of computer hardware and software systems for others which is utlized by others in the development, assembly, and use of satellite ground stations; development and creation of computer programmes for data processing; image processing software design; land and road surveying; land surveying; aerial surveying; computer modeling services, namely, evaluating algorithms for object detection from remotely sensed imagery of earth; software as a service (SAAS) services featuring software for receiving, collecting, displaying, processing, and analyzing data from satellites, and providing geospatial analysis, satellite command and control, and satellite navigation; software as a service (SAAS) services featuring software in the field of digital imagery for use in connection with the collection, manipulation, processing, electronic formatting and distribution of aerial, geographic, and satellite imagery; software as a service(SAAS) services featuring software in the field of geospatial information and data, geocoding information, geographic information systems, satellite imagery, photogrammetry, mapping, location intelligence and location monitoring, namely, software for accessing, downloading, analyzing, searching, organizing, sharing, distributing, updating, purchasing, integrating, and monitoring imagery, geospatial information, geospatial content, and location-specific information; providing an online computer database in the field of scientific research that provides a historical archive of high resolution satellite imagery of geographic location for comparison with satellite images of the same location following a natural disaster, man-made disaster, political uprising or other event of high interest to provide historical context plus follow with imagery of the geography for scientific research purposes; providing a website featuring a searchable database of scientific information relating to maps; providing a website featuring a searchable database of scientific information relating to remotely sensed earth imagery; providing a website featuring technology that enables users to access and manipulation of software tools for searching, filtering, annotating, bookmarking, alerting, and monitoring geospatial imagery; providing a website featuring on-line non-downloadable software tools for image editing and manipulation; scientific research and development and consultation related thereto in the fields of geospatial information and data, geo-coding information, geographic information systems, location intelligence, location-specific information, and location monitoring, geospatial information and intelligence services; computer services in the nature of storage of digital electronic imaging of aerial, geographic, and satellite images; computer services, namely, providing a website featuring technology enabling users to conduct geographic information analysis; none of the above in relation to architectural activities and construction specification platforms; marine chart updating; marine surveying; cartography and mapping services; mapping services; space-based earth remote monitoring for researching geospatial data; image interpretation services, namely, analysis of digital aerial and satellite imagery of the earth for others for scientific research purposes; photogrammetry services; geospatial services, namely, graphic design services of maps and scale drawings from aerial and satellite photographs; providing scientific information in the fields of geospatial information and intelligence related to a database of images and geographic measurements of the earth; providing scientific information the fields of location intelligence and geospatial intelligence; analysis services for others, namely, scientific services for others, namely, analysis of cartography and mapping information in the field of geospatial information and consultation related thereto
09 - Scientific and electric apparatus and instruments
12 - Land, air and water vehicles; parts of land vehicles
21 - HouseHold or kitchen utensils, containers and materials; glassware; porcelain; earthenware
25 - Clothing; footwear; headgear
35 - Advertising and business services
38 - Telecommunications services
42 - Scientific, technological and industrial services, research and design
Goods & Services
Computer hardware, namely, data and signal processing devices for fixed and mobile satellite receiving ground stations in the nature of transportable metal constructions and satellite structures associated with flight hardware, namely telecommunication towers with satellites; multi-spectral electro-optical image sensors, namely, radar devices; satellite ground stations, namely, satellite receiving dishes and antenna, satellite signal data processing computer hardware and recorded computer software, video monitors, magnetic media for storage of data, facsimile recorders, electronic hardcopy film recording devices for sound and image carriers; none of the above in relation to architectural activities and construction specification platforms; electric and electronic video surveillance installations; radar detectors; radar receivers; radar receivers with amplifiers; radar transmitters; communications and earth observation satellites; fixed and mobile satellite receiving ground stations in the nature of transportable metal constructions; Satellite structures associated with flight hardware, namely telecommunication towers with satellites Trailers in which to house ground station components water bottles sold empty, mugs t-shirts, baseball caps and hats, sweatshirts, jackets Outsourcing services in the nature of arranging service contracts for others in the field of developing and assembling satellite ground stations, airborne remote sensing systems, image analysis systems, and airline flight operation systems; none of the above in relation to architectural activities and construction specification platforms; Geospatial image provider services, namely, providing retail and online store services featuring geographic and earth images captured by aircraft and satellite satellite transmission services; electronic delivery of data, images, photographs and maps via a global computer network Computer systems analysis; consulting services in the field of design, implementation and use of computer hardware and software systems for others which is utlized by others in the development, assembly, and use of satellite ground stations; development and creation of computer programmes for data processing; image processing software design; land and road surveying; land surveying; aerial surveying; computer modeling services, namely, evaluating algorithms for object detection from remotely sensed imagery of earth; software as a service (SAAS) services featuring software for receiving, collecting, displaying, processing, and analyzing data from satellites, and providing geospatial analysis, satellite command and control, and satellite navigation; software as a service (SAAS) services featuring software in the field of digital imagery for use in connection with the collection, manipulation, processing, electronic formatting and distribution of aerial, geographic, and satellite imagery; software as a service(SAAS) services featuring software in the field of geospatial information and data, geocoding information, geographic information systems, satellite imagery, photogrammetry, mapping, location intelligence and location monitoring, namely, software for accessing, downloading, analyzing, searching, organizing, sharing, distributing, updating, purchasing, integrating, and monitoring imagery, geospatial information, geospatial content, and location-specific information; providing an online computer database in the field of scientific research that provides a historical archive of high resolution satellite imagery of geographic location for comparison with satellite images of the same location following a natural disaster, man-made disaster, political uprising or other event of high interest to provide historical context plus follow with imagery of the geography for scientific research purposes; providing a website featuring a searchable database of scientific information relating to maps; providing a website featuring a searchable database of scientific information relating to remotely sensed earth imagery; providing a website featuring technology that enables users to access and manipulation of software tools for searching, filtering, annotating, bookmarking, alerting, and monitoring geospatial imagery; providing a website featuring on-line non-downloadable software tools for image editing and manipulation; scientific research and development and consultation related thereto in the fields of geospatial information and data, geo-coding information, geographic information systems, location intelligence, location-specific information, and location monitoring, geospatial information and intelligence services; computer services in the nature of storage of digital electronic imaging of aerial, geographic, and satellite images; computer services, namely, providing a website featuring technology enabling users to conduct geographic information analysis; none of the above in relation to architectural activities and construction specification platforms; marine chart updating; marine surveying; cartography and mapping services; mapping services; space-based earth remote monitoring for researching geospatial data; image interpretation services, namely, analysis of digital aerial and satellite imagery of the earth for others for scientific research purposes; photogrammetry services; geospatial services, namely, graphic design services of maps and scale drawings from aerial and satellite photographs; providing scientific information in the fields of geospatial information and intelligence related to a database of images and geographic measurements of the earth; providing scientific information the fields of location intelligence and geospatial intelligence; analysis services for others, namely, scientific services for others, namely, analysis of cartography and mapping information in the field of geospatial information and consultation related thereto
09 - Scientific and electric apparatus and instruments
12 - Land, air and water vehicles; parts of land vehicles
35 - Advertising and business services
38 - Telecommunications services
42 - Scientific, technological and industrial services, research and design
Goods & Services
(1) Computer hardware, namely, data and signal processing devices for fixed and mobile satellite receiving ground stations in the nature of transportable metal constructions and satellite structures associated with flight hardware, namely, telecommunication towers with satellites; Satellite ground stations, namely, satellite receiving dishes and antenna, satellite signal data processing computer hardware and recorded computer software, video monitors, magnetic media for storage of data, facsimile recorders, electronic hardcopy film recording devices for sound and image carriers; None of the above in relation to architectural activities and construction specification platforms; Satellite structures associated with flight hardware, namely, telecommunication towers with satellites; multi-spectral electro-optical image sensors, namely, radar devices; Electric and electronic video surveillance installations; Radar detectors; Radar receivers; Radar receivers with amplifiers; Radar transmitters; Communications and earth observation satellites; Fixed and mobile satellite receiving ground stations in the nature of transportable metal constructions
(2) Trailers in which to house ground station components (1) Geospatial image provider services, namely, providing retail and online retail store services featuring geographic and earth images captured by aircraft and satellite; outsourcing services in the nature of arranging service contracts for others in the field of developing and assembling satellite ground stations, airborne remote sensing systems, image analysis systems, and airline flight operations systems
(2) Satellite transmission services; electronic delivery of Earth observation data, satellite sensor data, GPS data, geospatial analytical data, images, photographs and maps via a global computer network
(3) Computer systems analysis; consulting services in the field of design, implementation and use of computer hardware and software systems for others which is utilized by others in the development, assembly of satellite ground stations; marine chart updating; development and creation of computer programmes for data processing; image processing software design; land and road surveying; land surveying; marine, aerial and land surveying; cartography and mapping services; mapping services; space-based earth remote monitoring for researching geospatial data; interpretation, namely, analysis of digital aerial and satellite images of the earth for others for scientific and research purposes; photogrammetry services; geospatial services, namely, graphic design services of maps and scale drawings from aerial and satellite photographs; computer modeling services, namely, evaluating algorithms for object detection from remotely sensed imagery of earth; software as a service (SAAS) services featuring software for receiving, collecting, displaying, processing, and analyzing data from satellites , and providing geospatial analysis, satellite command and control, and satellite navigation; software as a service (SAAS) services featuring software in the field of digital imagery for use in connection with the collection, manipulation, processing, electronic formatting and distribution of aerial, geographic, and satellite imagery; software as a service(SAAS) services featuring software in the field of geospatial information and data, geocoding information, geographic information systems, satellite imagery, photogrammetry, mapping, location intelligence and location monitoring, namely, software for accessing, downloading, analyzing, searching, organizing, sharing, distributing, updating, purchasing, integrating, and monitoring imagery, geospatial information, geospatial content, and location-specific information; providing an online computer database in the field of scientific research that provides a historical archive of high resolution satellite imagery of a geographic location for comparison with satellite images of the same location following a natural disaster, man-made disaster, political uprising or other event of high interest to provide historical context plus follow up with imagery of the geography for scientific research purposes; hosting a website featuring a searchable database of scientific information relating to maps; hosting a website featuring a searchable database of scientific information relating to remotely sensed earth imagery; hosting a website featuring technology that enables users to access and manipulate software tools for searching, filtering, annotating, bookmarking, alerting, and monitoring geospatial imagery; hosting a website featuring on-line non-downloadable software tools for image editing and manipulation; providing scientific information in the fields of geospatial information and intelligence related to a database of images and geographic measurements of the earth; providing scientific information in the fields of location intelligence and geospatial intelligence; scientific research and development and consultation related thereto in the fields of geospatial information and data, geo-coding information, geographic information systems, location intelligence, location-specific information, and location monitoring, geospatial information and intelligence services; analysis services for others, namely, scientific services for others, namely, analysis of cartography and mapping information in the field of geospatial information and consultation related thereto; computer services in the nature of storage of digital electronic imaging of aerial, geographic, and satellite images; computer services, namely, hosting a website featuring technology enabling users to conduct geographic information analysis
09 - Scientific and electric apparatus and instruments
12 - Land, air and water vehicles; parts of land vehicles
35 - Advertising and business services
38 - Telecommunications services
42 - Scientific, technological and industrial services, research and design
Goods & Services
(1) Computer hardware, namely, data and signal processing devices for fixed and mobile satellite receiving ground stations in the nature of transportable metal constructions and satellite structures associated with flight hardware, namely, telecommunication towers with satellites; Satellite ground stations, namely, satellite receiving dishes and antenna, satellite signal data processing computer hardware and recorded computer software, video monitors, magnetic media for storage of data, facsimile recorders, electronic hardcopy film recording devices for sound and image carriers; None of the above in relation to architectural activities and construction specification platforms; Satellite structures associated with flight hardware, namely, telecommunication towers with satellites; multi-spectral electro-optical image sensors, namely, radar devices; Electric and electronic video surveillance installations; Radar detectors; Radar receivers; Radar receivers with amplifiers; Radar transmitters; Communications and earth observation satellites; Fixed and mobile satellite receiving ground stations in the nature of transportable metal constructions
(2) Trailers in which to house ground station components (1) Geospatial image provider services, namely, providing retail and online retail store services featuring geographic and earth images captured by aircraft and satellite; outsourcing services in the nature of arranging service contracts for others in the field of developing and assembling satellite ground stations, airborne remote sensing systems, image analysis systems, and airline flight operations systems
(2) Satellite transmission services; electronic delivery of Earth observation data, satellite sensor data, GPS data, geospatial analytical data, images, photographs, and maps via a global computer network
(3) Computer systems analysis; consulting services in the field of design, implementation and use of computer hardware and software systems for others which is utilized by others in the development, assembly of satellite ground stations; marine chart updating; development and creation of computer programmes for data processing; image processing software design; land and road surveying; land surveying; marine, aerial and land surveying; cartography and mapping services; mapping services; space-based earth remote monitoring for researching geospatial data; interpretation, namely, analysis of digital aerial and satellite images of the earth for others for scientific and research purposes; photogrammetry services; geospatial services, namely, graphic design services of maps and scale drawings from aerial and satellite photographs; computer modeling services, namely, evaluating algorithms for object detection from remotely sensed imagery of earth; software as a service (SAAS) services featuring software for receiving, collecting, displaying, processing, and analyzing data from satellites , and providing geospatial analysis, satellite command and control, and satellite navigation; software as a service (SAAS) services featuring software in the field of digital imagery for use in connection with the collection, manipulation, processing, electronic formatting and distribution of aerial, geographic, and satellite imagery; software as a service(SAAS) services featuring software in the field of geospatial information and data, geocoding information, geographic information systems, satellite imagery, photogrammetry, mapping, location intelligence and location monitoring, namely, software for accessing, downloading, analyzing, searching, organizing, sharing, distributing, updating, purchasing, integrating, and monitoring imagery, geospatial information, geospatial content, and location-specific information; providing an online computer database in the field of scientific research that provides a historical archive of high resolution satellite imagery of a geographic location for comparison with satellite images of the same location following a natural disaster, man-made disaster, political uprising or other event of high interest to provide historical context plus follow up with imagery of the geography for scientific research purposes; hosting a website featuring a searchable database of scientific information relating to maps; hosting a website featuring a searchable database of scientific information relating to remotely sensed earth imagery; hosting a website featuring technology that enables users to access and manipulate software tools for searching, filtering, annotating, bookmarking, alerting, and monitoring geospatial imagery; hosting a website featuring on-line non-downloadable software tools for image editing and manipulation; providing scientific information in the fields of geospatial information and intelligence related to a database of images and geographic measurements of the earth; providing scientific information in the fields of location intelligence and geospatial intelligence; scientific research and development and consultation related thereto in the fields of geospatial information and data, geo-coding information, geographic information systems, location intelligence, location-specific information, and location monitoring, geospatial information and intelligence services; analysis services for others, namely, scientific services for others, namely, analysis of cartography and mapping information in the field of geospatial information and consultation related thereto; computer services in the nature of storage of digital electronic imaging of aerial, geographic, and satellite images; computer services, namely, hosting a website featuring technology enabling users to conduct geographic information analysis
39 - Transport, packaging, storage and travel services
42 - Scientific, technological and industrial services, research and design
45 - Legal and security services; personal services for individuals.
Goods & Services
(1) Operation of aerial vehicles for others, for the purpose of gathering data and information; providing data and information for others gathered from aerial vehicles.
