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METHOD, APPARATUS, AND SYSTEM FOR DEEP FEATURE CODING AND DECODING
METHOD, APPARATUS, AND SYSTEM FOR DEEP FEATURE CODING AND DECODING
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机译:用于深度特征编码和解码的方法,装置和系统
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摘要
Embodiments of the present disclosure provide a method, an apparatus, and a system for deep feature coding and decoding. The method comprises: extracting features of respective video frames; determining types of the features, the types reflecting time-domain correlation degrees between the features and a reference feature; encoding the features using predetermined coding patterns matching the types to obtain coded features; and transmitting the coded features to the server such that the server decodes the coded features for a vision analysis task. By using the embodiments of the present disclosure, videos per se may not be transmitted to the cloud server; instead, the features of the video, after being encoded, are transmitted to the cloud server for a vision analysis task; compared with the prior art, data transmission pressure may be lowered, and the storage pressure at the cloud server may also be lowered.
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