Hao Luo

Optimizing Fidelity-Perception Tradeoff via Large Vision–Language Model Prior for Image Compression

Current neural image compression (NIC) methods primarily focus on signal fidelity optimization. While perceptually optimized codecs can generate decoded images that better align with human visual preferences at equivalent bitrates, they raise authenticity concerns due to potential deviations from the original content....