Text-Visual Semantic Constrained AI-Generated Image Quality Assessment
Qiang Li, Qingsen Yan, Haojian Huang, Peng Wu, Haokui Zhang, Yanning Zhang
2025年份
5被引次数
3顶会引用
摘要
HVS) properties by employing frequency domain analysis combined with perceptual sensitivity weighting to better quantify subtle visual distortions and enhance the capture of fine-grained visual quality details in images. Extensive experiments conducted on multiple benchmark datasets demonstrate that SC-AGIQA outperforms existing state-of-the-art methods. The code is publicly available at https://github.com/mozhu1/SC-AGIQA.
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引用它的顶会 Paper3
- EvoEmpirBench: Dynamic Spatial Reasoning with Agent-ExpVerPukun Zhao, Longxiang Wang, Miaowei Wang, Chen Chen 等AAAI 2026 · 被引用 2 次
- Find, Fix, Reason: Context Repair for Video ReasoningHaojian Huang, Chuanyu Qin, Yinchuan Li, YINGCONG CHENICML 2026 · 被引用 1 次
- DPGF-Net: Dual-Prior Guided Fusion Network for Joint Assessment of Perceptual Quality and Semantic Consistency in AI-Generated ImagesTao Li, Xingran Liao, Mingliang ZhouCVPR 2026
它引用的顶会 Paper12
- Learning Transferable Visual Models From Natural Language SupervisionAlec Radford, Jong Wook Kim, Chris Hallacy, Aditya Ramesh 等ICML 2021 · 被引用 47,906 次
- Denoising Diffusion Probabilistic ModelsJonathan Ho, Ajay Jain, Pieter AbbeelNeurIPS 2020 · 被引用 35,902 次
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- BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and GenerationJunnan Li, Dongxu Li, Caiming Xiong, Steven C. H. HoiICML 2022 · 被引用 6,549 次
- ImageReward: Learning and Evaluating Human Preferences for Text-to-Image GenerationJiazheng Xu, Xiao Liu, Yuchen Wu, Yuxuan Tong 等NeurIPS 2023 · 被引用 1,310 次
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