End-to-end optimized image compression for machines, a study
2021 Data Compression Conference (DCC)(2021)
摘要
An increasing share of image and video content is analyzed by machines rather than viewed by humans, and therefore it becomes relevant to optimize codecs for such applications where the analysis is performed remotely. Unfortunately, conventional coding tools are challenging to specialize for machine tasks as they were originally designed for human perception. However, neural network based codecs c...
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关键词
Training,Measurement,Visualization,Codecs,Image coding,Pipelines,Neural networks
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