Despite the unprecedented compression efficiency achieved by deep learned image compression (LIC), existing methods usually approximate the desired bitrate by adjusting a single quality factor for a given input image, which may compromise the rate control results. Considering the Rate-Distortion ( R − D ) characteristics of different spatial content, this work introduces the block-level rate control specific for LIC.
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Dong et al. (2024) studied this question.
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