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Guoqing Xiang

2 accepted papers

2025

Decouple Distortion from Perception: Region Adaptive Diffusion for Extreme-low Bitrate Perception Image Compression

CVPR 2025poster

Leveraging the generative power of diffusion models, generative image compression has achieved impressive perceptual fidelity even at extremely low bitrates. However, current methods often neglect the non-uniform complexity of images, limiting their ability to balance global perceptual quality with…

Cited by 0SourcePDFScholar
2025

Efficient Quality Controllable Neural Image Compression based on QD-Model

ICASSP 2025accepted

Neural image compression has achieved significant advancements, consistently outperforming traditional codecs in terms of performance. However, research on quality control algorithms for neural image compression is still lacking. In this paper, we propose a framework designed to control the quality…

Cited by 0SourceScholar