METHODS FOR OBJECT-BASED IDENTIFICATION, SORTING AND RANKING OF TARGET DETECTIONS AND APPARATUSES THEREOF
First Claim
1. A method for identification, sorting and ranking detections of one or more targets, the method comprising:
- determining with a target detection processing apparatus a target detection score for each pixel in each of one or more images for each of one or more targets;
identifying with the target detection processing apparatus a region around one or more of the pixels with the determined detection scores which are higher than the determined detection scores for the remaining pixels in each of the one or more of images;
determining with the target detection processing apparatus an object-based score for each of the identified regions in each of the one or more images; and
providing with the target detection processing apparatus the one or more identified regions with the determined object-based score for each region.
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Abstract
A method, non-transitory computer readable medium, and apparatus that provides object-based identification, sorting and ranking of target detections includes determining a target detection score for each pixel in each of one or more images for each of one or more targets. A region around one or more of the pixels with the determined detection scores which are higher than the determined detection scores for the remaining pixels in each of the one or more of images is identified. An object based score for each of the identified regions in each of the one or more images is determined. The one or more identified regions with the determined object based score for each region is provided.
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Citations
27 Claims
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1. A method for identification, sorting and ranking detections of one or more targets, the method comprising:
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determining with a target detection processing apparatus a target detection score for each pixel in each of one or more images for each of one or more targets; identifying with the target detection processing apparatus a region around one or more of the pixels with the determined detection scores which are higher than the determined detection scores for the remaining pixels in each of the one or more of images; determining with the target detection processing apparatus an object-based score for each of the identified regions in each of the one or more images; and providing with the target detection processing apparatus the one or more identified regions with the determined object-based score for each region. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9)
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10. A non-transitory computer readable medium having stored thereon instructions for identification, sorting and ranking detections of one or more targets comprising machine executable code which when executed by at least one processor, causes the processor to perform steps comprising:
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determining a target detection score for each pixel in each of one or more images for each of one or more targets; identifying a region around one or more of the pixels with the determined detection scores which are higher than the determined detection scores for the remaining pixels in each of the one or more of images; determining an object-based score for each of the identified regions in each of the one or more images; and providing the one or more identified regions with the determined object-based score for each region. - View Dependent Claims (11, 12, 13, 14, 15, 16, 17, 18)
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19. A target detection processing apparatus comprising:
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one or more processors; a memory coupled to the one or more processors which are configured to execute programmed instructions stored in the memory comprising; determining a target detection score for each pixel in each of one or more images for each of one or more targets; identifying a region around one or more of the pixels with the determined detection scores which are higher than the determined detection scores for the remaining pixels in each of the one or more of images; determining an object-based score for each of the identified regions in each of the one or more images; and providing the one or more identified regions with the determined object-based score for each region. - View Dependent Claims (20, 21, 22, 23, 24, 25, 26, 27)
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Specification