Self-Supervised Video Hashing with Hierarchical Binary Auto-encoder.
IEEE Transactions on Image Processing(2018)
摘要
Existing video hash functions are built on three isolated stages: frame pooling, relaxed learning, and binarization, which have not adequately explored the temporal order of video frames in a joint binary optimization model, resulting in severe information loss. In this paper, we propose a novel unsupervised video hashing framework dubbed self-supervised video hashing (SSVH), which is able to capt...
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关键词
Binary codes,Visualization,Image reconstruction,Feature extraction,Indexing,Decoding
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