Learning End-to-End Lossy Image Compression: A Benchmark

IEEE transactions on pattern analysis and machine intelligence, pp. 1-1, 2021.

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Abstract:

Image compression is one of the most fundamental techniques in the image and video processing field. Earlier methods built a well-designed pipeline, and efforts were made to improve all modules of the pipeline by handcrafted tuning. Later, tremendous contributions were made in incorporating newly designed learned modules and constraints. ...More

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