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DEVICES, SYSTEMS, AND METHODS FOR TOPOLOGICAL NORMALIZATION FOR ANOMALY DETECTION
DEVICES, SYSTEMS, AND METHODS FOR TOPOLOGICAL NORMALIZATION FOR ANOMALY DETECTION
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机译:用于异常检测的拓扑归一化的设备,系统和方法
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摘要
Some embodiments of devices, systems, and methods obtain at least one first image, wherein the at least one first image is defined in an image space; select at least one feature in the at least one first image; define a topology based on the at least one feature; generate a topology mapping between the topology and the image-space topology; obtain a plurality of anomaly scores, wherein each anomaly score of the plurality of anomaly scores was generated based on a respective detection area in a second image; map the plurality of anomaly scores to the topology based on the topology mapping; and normalize each anomaly score in the plurality of anomaly scores based on the respective neighboring anomaly scores in the topology, thereby generating normalized anomaly scores.
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