02-01-2020 дата публикации
Номер: US20200004780A1
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A multi-dimensional database and indexes and operations on the multi-dimensional database are described which include video search applications or other similar sequence or structure searches. Traversal indexes utilize highly discriminative information about images and video sequences or about object shapes. Global and local signatures around keypoints are used for compact and robust retrieval and discriminative information content of images or video sequences of interest. For other objects or structures relevant signature of pattern or structure are used for traversal indexes. Traversal indexes are stored in leaf nodes along with distance measures and occurrence of similar images in the database. During a sequence query, correlation scores are calculated for single frame, for frame sequence, and video clips, or for other objects or structures. 1. A computer-implemented method for storing information associated with a video sequence in a reference database , the computer-implemented method comprising:obtaining, by a processor, data associated with the video sequence; and determining, by the processor, respective global features of a global region of interest,', 'determining, by the processor, respective local features of a respective keypoint within the global region of interest, wherein, for multiple frames of the set of frames of the video sequence, the respective keypoints correspond to different respective locations within the global region of interest,', 'generating, by the processor, a respective signature using both the global features for the frame and the local features for the frame,', 'determining, by the processor, a respective hash value for the frame based on the signature for the frame, and', 'storing, by the processor, the data associated with the video sequence in the reference database in association with the hash value for the frame., 'for each frame of a set of frames of the video sequence2. The computer-implemented method of claim 1 , wherein ...
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