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cs.CV2025
Unified Coding for Both Human Perception and Generalized Machine Analytics with CLIP Supervision
Kangsheng Yin, Quan Liu, Xuelin Shen +3
The image compression model has long struggled with adaptability and generalization, as the decoded bitstream typically serves only human or machine needs and fails to preserve inf…
cs.CV2024
Sliced Maximal Information Coefficient: A Training-Free Approach for Image Quality Assessment Enhancement
Kang Xiao, Xu Wang, Yulin He +2
Full-reference image quality assessment (FR-IQA) models generally operate by measuring the visual differences between a degraded image and its reference. However, existing FR-IQA m…