Special Report, Americas, Opinion

[Azertesold]

Once the raw video content information needs displaying for human eyes or employing for multimedia analysis applications, a reverse decoding operation will be applied to recover such compact representations to the raw pixel deployment. They all try to promise less distortion between the raw image. Reconstructed image with lower bit-rate cost. For supporting the fast-developing intelligent tasks, these traditional codecs need to fully decode all the compressed code streams to reconstruct the raw data. However, the decoding procedure of existing HVC codecs is inevitably faced with unexpected high computational complexity and large time consuming. This severely restricts the practical applications of these coding schemes. For example, in order to support the machine learning based multimedia algorithms, e.g., detection, recognition, tracking, etc, the traditional coding frameworks typically need first decompresses all the encoded bitstream into the raw RGB/YUV format, and then feed the decompressed video content into downstream tasks for the further analysis, which inevitably consumes a large amount of decoding computations when meeting the large-scale intelligent media applications at the edge server side (terminal).




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[wangiskahn2]

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