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AU-IQA: A Benchmark Dataset for Perceptual Quality...
Conference

AU-IQA: A Benchmark Dataset for Perceptual Quality Assessment of AI-Enhanced User-Generated Content

Abstract

AI-based image enhancement techniques have been widely adopted in various visual applications, significantly improving the perceptual quality of user-generated content (UGC). However, the lack of specialized quality assessment models has become a significant limiting factor in this field, limiting user experience and hindering the advancement of enhancement methods. While perceptual quality assessment methods have shown strong performance on …

Authors

Wang S; Li C; Zhang Z; Zhou H; Dong W; Chen J; Zhai G; Liu X

Pagination

pp. 12737-12744

Publisher

Association for Computing Machinery (ACM)

Publication Date

October 27, 2025

DOI

10.1145/3746027.3758213

Name of conference

Proceedings of the 33rd ACM International Conference on Multimedia