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Viewing Publication 1 - 100 from 622

2026

MI3S: A multimodal large language model assisted quality assessment framework for AI-generated talking headsYingjie Zhou 0003, Zicheng Zhang, Sijing Wu, Jun Jia, Yanwei Jiang, Wei Sun 0029, Xiaohong Liu 0001, Xiongkuo Min, Guangtao Zhai. ipm, 63(2):104321, 2026. [doi]

2025

OBI-Bench: Can LMMs Aid in Study of Ancient Script on Oracle Bones?Zijian Chen 0001, Tingzhu Chen, Wenjun Zhang 0001, Guangtao Zhai. iclr 2025: [doi]

Study of Subjective and Objective Naturalness Assessment of AI-Generated ImagesZijian Chen 0001, Wei Sun 0029, Haoning Wu 0001, Zicheng Zhang, Jun Jia, Ru Huang 0002, Xiongkuo Min, Guangtao Zhai, Wenjun Zhang 0001. tcsv, 35(4):3573-3588, April 2025. [doi]

From Haziness to Clarity: A Novel Iterative Memory-Retrospective Emergence Model for Omnidirectional Image Saliency PredictionDandan Zhu 0001, Kaiwei Zhang, Xiongkuo Min, Guangtao Zhai, Xiaokang Yang 0001. TIP, 34:3944-3959, 2025. [doi]

Joint Luminance-Chrominance Learning for Image DebandingZijian Chen 0001, Wei Sun 0029, Jun Jia, Ru Huang 0002, Fangfang Lu, Ying Chen 0011, Xiongkuo Min, Guangtao Zhai, Wenjun Zhang 0001. tcsv, 35(8):7747-7761, August 2025. [doi]

ScanDTM: A Novel Dual-Temporal Modulation Scanpath Prediction Model for Omnidirectional ImagesDandan Zhu 0001, Kaiwei Zhang, Xiongkuo Min, Guangtao Zhai, Xiaokang Yang 0001. tcsv, 35(8):7850-7865, August 2025. [doi]

Infrared Image Quality Evaluation: Benchmark Database and Computational ModelKe Gu 0001, Hongyan Liu 0004, Yubin Gao, Yuchen Liu, Junfei Qiao 0001, Guangtao Zhai, Wenjun Zhang 0001. tim, 74:1-14, 2025. [doi]

Perceptual Information Fidelity for Quality Estimation of Industrial ImagesKe Gu 0001, Hongyan Liu 0004, Yuchen Liu, Junfei Qiao 0001, Guangtao Zhai, Wenjun Zhang 0001. tcsv, 35(1):477-491, January 2025. [doi]

NTIRE 2025 XGC Quality Assessment Challenge: Methods and ResultsXiaohong Liu 0001, Xiongkuo Min, Qiang Hu 0003, Xiaoyun Zhang 0001, Jie Guo, Guangtao Zhai, Shushi Wang, Yingjie Zhou, Lu Liu 0005, Jingxin Li, Liu Yang, Farong Wen, Li Xu 0008, Yanwei Jiang, Xilei Zhu, Chunyi Li, Zicheng Zhang, Huiyu Duan, Xiele Wu, Yixuan Gao, Yuqin Cao, Jun Jia, Wei Sun 0029, Jiezhang Cao, Radu Timofte, Baojun Li, Jiamian Huang, Dan Luo, Tao Liu, Weixia Zhang, Bingkun Zheng, JunLin Chen, Ruikai Zhou, Meiya Chen, Yu Wang 0002, Hao Jiang 0014, Xiantao Li, Yuxiang Jiang, Jun Tang, Yimeng Zhao, Bo Hu 0008, Zelu Qi, Chaoyang Zhang, Fei Zhao, Ping Shi 0001, Lingzhi Fu, Heng Cong, Shuai He, Rongyu Zhang, Jiarong He, Zongyao Hu, Wei Luo, Zihao Yu, Fengbin Guan, Yiting Lu, Xin Li 0082, Zhibo Chen 0001, Mengjing Su, Yi Wang, Tuo Chen, Chunxiao Li, Shuaiyu Zhao, Jiaxin Wen, Chuyi Lin, Sitong Liu, Ningxin Chu, Jing Wan, Yu Zhou 0016, Baoying Chen, Jishen Zeng, Jiarui Liu, Xianjin Liu, Xin Chen 0032, Lanzhi Zhou, Hangyu Li, You Han, Bibo Xiang, Zhenjie Liu, Jianzhang Lu, Jialin Gui, Renjie Lu, Shangfei Wang, Donghao Zhou, Jingyu Lin, Quanjian Song, Jiancheng Huang, Yufeng Yang, Changwei Wang, Shupeng Zhong, Yang Yang 0009, Lihuo He, Jia Liu 0025, Yuting Xing, Tida Fang, Yuchun Jin. cvpr 2025: 1389-1402 [doi]

Aggregate and Discriminate: Pseudo Clips-Guided Boundary Perception for Video Moment RetrievalJing Liu 0002, Zongbing Zhang, Yuting Su 0001, Bing Yang 0003, Xiongkuo Min, Guangtao Zhai. tmm, 27:4819-4830, 2025. [doi]

Learning to Generate Realistic Images for Bit-Depth Enhancement via Camera Imaging ProcessingJing Liu 0002, Qingying Li, Huiyu Duan, Zhiwei Fan, Yuting Su 0001, Guangtao Zhai. tmm, 27:3821-3832, 2025. [doi]

Low-Light Image Enhancement via Generative Perceptual PriorsHan Zhou 0003, Wei Dong 0010, Xiaohong Liu 0010, Yulun Zhang 0001, Guangtao Zhai, Jun Chen 0005. AAAI 2025: 10752-10760 [doi]

VARFVV: View-Adaptive Real-Time Interactive Free-View Video Streaming With Edge ComputingQiang Hu 0003, Qihan He, Houqiang Zhong, Guo Lu, Xiaoyun Zhang 0001, Guangtao Zhai, Yanfeng Wang 0001. jsac, 43(7):2620-2634, July 2025. [doi]

Multi-Task Guided No-Reference Omnidirectional Image Quality Assessment With Feature InteractionYun Liu 0009, Sifan Li, Huiyu Duan, Yu Zhou 0009, Daoxin Fan, Guangtao Zhai. tcsv, 35(9):8794-8806, September 2025. [doi]

Medical Manifestation-Aware De-IdentificationYuan Tian 0017, Shuo Wang 0006, Guangtao Zhai. AAAI 2025: 26363-26372 [doi]

CompressedVQA-HDR: Generalized Full-reference and No-reference Quality Assessment Models for Compressed High Dynamic Range VideosWei Sun 0029, Linhan Cao, Kang Fu, Dandan Zhu 0001, Jun Jia, Menghan Hu, Xiongkuo Min, Guangtao Zhai. icmcs 2025: 1-6 [doi]

An Empirical Study for Efficient Video Quality AssessmentWei Sun 0029, Kang Fu, Linhan Cao, Dandan Zhu 0001, Kaiwei Zhang, Yucheng Zhu, Zicheng Zhang, Menghan Hu, Xiongkuo Min, Guangtao Zhai. cvpr 2025: 1403-1413 [doi]

Multi-Scale Local and Global Feature Fusion for Blind Quality Assessment of Enhanced ImagesJingchao Cao, Shuai Zhang, Yutao Liu 0002, Feng Gao 0005, Ke Gu 0001, Guangtao Zhai, Junyu Dong, Sam Kwong. tcsv, 35(9):8917-8928, September 2025. [doi]

No-Reference Point Cloud Quality Assessment via Graph Convolutional NetworkWu Chen, Qiuping Jiang, Wei Zhou 0021, Feng Shao 0001, Guangtao Zhai, Weisi Lin. tmm, 27:2489-2502, 2025. [doi]

FineVQ: Fine-Grained User Generated Content Video Quality AssessmentHuiyu Duan, Qiang Hu, Jiarui Wang, Liu Yang, Zitong Xu, Lu Liu, Xiongkuo Min, Chunlei Cai, Tianxiao Ye, Xiaoyun Zhang, Guangtao Zhai. cvpr 2025: 3206-3217 [doi]

Quality-Guided Skin Tone Enhancement for Portrait PhotographyShiqi Gao, Huiyu Duan, Xinyue Li, Kang Fu, Yicong Peng, Qihang Xu, Yuanyuan Chang, Jia Wang 0004, Xiongkuo Min, Guangtao Zhai. tmm, 27:171-185, 2025. [doi]

No-Reference Image Quality Assessment: Obtain MOS From Image Quality Score DistributionYixuan Gao, Xiongkuo Min, Yuqin Cao, Xiaohong Liu 0001, Guangtao Zhai. tcsv, 35(2):1840-1854, February 2025. [doi]

Blind Image Quality Assessment by Gaussian Mixture DistributionYixuan Gao, Xiongkuo Min, Yuqin Cao, Weisi Lin, Bu-Sung Lee, Guangtao Zhai. TIP, 34:4660-4675, 2025. [doi]

Full-Reference and No-Reference Quality Assessment for Video Frame InterpolationJinliang Han, Xiongkuo Min, Jun Jia, Yixuan Gao, Xiaohong Liu 0001, Guangtao Zhai. tcsv, 35(7):6575-6588, July 2025. [doi]

NTIRE 2025 challenge on Text to Image Generation Model Quality AssessmentShuhao Han, Haotian Fan, Fangyuan Kong, Wenjie Liao, Chunle Guo, Chongyi Li, Radu Timofte, Liang Li, Tao Li, Junhui Cui, Yunqiu Wang, Yang Tai, Jingwei Sun, Jianhui Sun, Xinli Yue, Tianyi Wang, Huan Hou, Junda Lu, Xinyang Huang, Zitang Zhou, Zijian Zhang, Xuhui Zheng, Xuecheng Wu, Chong Peng, Xuezhi Cao, Trong-Hieu Nguyen Mau, Minh-Hoang Le, Minh-Khoa Le-Phan, Duy-Nam Ly, Hai Dang Nguyen, Minh-Triet Tran, Yukang Lin, Yan Hong 0001, Chuanbiao Song, Siyuan Li, Jun Lan, Zhichao Zhang, Xinyue Li 0001, Wei Sun 0029, Zicheng Zhang, Yunhao Li, Xiaohong Liu 0001, Guangtao Zhai, Zitong Xu, Huiyu Duan, Jiarui Wang, Guangji Ma, Liu Yang, Lu Liu 0005, Qiang Hu 0003, Xiongkuo Min, Zichuan Wang, Zhenchen Tang, Bo Peng, Jing Dong, Fengbin Guan, Zihao Yu, Yiting Lu, Wei Luo, Xin Li 0082, Minhao Lin, Haofeng Chen, Xuanxuan He, Kele Xu, Qisheng Xu, Zijian Gao, Tianjiao Wan, Bo-Cheng Qiu, Chih-Chung Hsu, Chia-Ming Lee, Yu-Fan Lin, Bo Yu, Zehao Wang, Da Mu, Mingxiu Chen, Junkang Fang, Huamei Sun, Wending Zhao, Zhiyu Wang, Wang Liu, Weikang Yu, Puhong Duan, Bin Sun 0001, Xudong Kang, Shutao Li, Shuai He, Lingzhi Fu, Heng Cong, Rongyu Zhang, Jiarong He, Zhishan Qiao, Yongqing Huang, Zewen Chen, Zhe Pang, Juan Wang 0012, Jian Guo, Zhizhuo Shao, Ziyu Feng, Bing Li 0024, Weiming Hu, Hesong Li, Dehua Liu, Zeming Liu, Qingsong Xie, Ruichen Wang, Zhihao Li, Yuqi Liang, Jianqi Bi, Jun Luo 0012, Junfeng Yang, Can Li, Jing Fu, Hongwei Xu, Mingrui Long, Lulin Tang. cvpr 2025: 1104-1125 [doi]

VRVVC: Variable-Rate NeRF-Based Volumetric Video CompressionQiang Hu, Houqiang Zhong, Zihan Zheng, Xiaoyun Zhang, Zhengxue Cheng, Li Song, Guangtao Zhai, Yanfeng Wang 0001. AAAI 2025: 3563-3571 [doi]

4DGC: Rate-Aware 4D Gaussian Compression for Efficient Streamable Free-Viewpoint VideoQiang Hu, Zihan Zheng, Houqiang Zhong, Sihua Fu, Li Song 0001, Xiaoyun Zhang 0001, Guangtao Zhai, Yanfeng Wang 0001. cvpr 2025: 875-885 [doi]

A Dataset and Method for Assessing the Quality of Display DevicesYijie Huang, Haoyang Ni, Kaiwei Zhang, Fangfang Lu, Xiongkuo Min, Guangtao Zhai. iscas 2025: 1-5 [doi]

Dataset and Metric for Quality Assessment of HDR Tone Mapping: Detail Visibility, Color Naturalness, and Overall QualityQiuping Jiang, Xiwen Li, Xinyi Wang, Zhihua Wang 0002, Guangtao Zhai. tmm, 27:4058-4071, 2025. [doi]

Image Quality Assessment: From Human to Machine PreferenceChunyi Li, Yuan Tian, Xiaoyue Ling, Zicheng Zhang, Haodong Duan, Haoning Wu, Ziheng Jia, Xiaohong Liu, Xiongkuo Min, Guo Lu, Weisi Lin, Guangtao Zhai. cvpr 2025: 7570-7581 [doi]

Situation-adaptive neural network for fast pre-computing image enhancementXinyue Li, Huiyu Duan, Jia Wang 0004, Xiaohong Liu 0001, Yitong Chen, Guangtao Zhai. chinaf, 68(2), 2025. [doi]

MISC: Ultra-Low Bitrate Image Semantic Compression Driven by Large Multimodal ModelChunyi Li, Guo Lu, Donghui Feng 0003, Haoning Wu 0001, Zicheng Zhang, Xiaohong Liu 0001, Guangtao Zhai, Weisi Lin, Wenjun Zhang 0001. TIP, 34:335-349, 2025. [doi]

NTIRE 2025 Challenge on Short-form UGC Video Quality Assessment and Enhancement: Methods and ResultsXin Li, Kun Yuan, Bingchen Li, Fengbin Guan, Yizhen Shao, Zihao Yu, Xijun Wang, Yiting Lu, Wei Luo, Suhang Yao, Ming Sun, Chao Zhou, Zhibo Chen 0001, Radu Timofte, Yabin Zhang, Ao-Xiang Zhang, Tianwu Zhi, JianZhao Liu, Yang Li, Jingwen Xu, Yiting Liao, Yushen Zuo, Mingyang Wu, Renjie Li 0003, Shengyun Zhong, Zhengzhong Tu, Yufan Liu, Xiangguang Chen, Zuowei Cao, Minhao Tang, Shan Liu, Kexin Zhang, Jingfen Xie, Yan Wang, Kai Chen, Shijie Zhao, Yunchen Zhang, Xiangkai Xu, Hong Gao, Ji Shi, Yiming Bao, Xiugang Dong, Xiangsheng Zhou, Yaofeng Tu, Ying Liang, Yiwen Wang, Xinning Chai, Yuxuan Zhang, Zhengxue Cheng, Yingsheng Qin, Yucai Yang, Rong Xie, Li Song, Wei Sun, Kang Fu, Linhan Cao, Dandan Zhu 0001, Kaiwei Zhang, Yucheng Zhu, Zicheng Zhang, Menghan Hu, Xiongkuo Min, Guangtao Zhai, Zhi Jin, Jiawei Wu, Wei Wang, Wenjian Zhang, Yuhai Lan, Gaoxiong Yi, Hengyuan Na, Wang Luo, Di Wu, MingYin Bai, Jiawang Du, Zilong Lu, Zhenyu Jiang, Hui Zeng, Ziguan Cui, Zongliang Gan, Guijin Tang, Xinglin Xie, Kehuan Song, Xiaoqiang Lu, Licheng Jiao, Fang Liu, Xu Liu, Puhua Chen, Ha Thu Nguyen, Katrien De Moor, Seyed Ali Amirshahi, Mohamed-Chaker Larabi, Qi Tang, Linfeng He, Zhiyong Gao, Zixuan Gao, Guohua Zhang, Zhiye Huang, Yi Deng, Qingmiao Jiang, Lu Chen, Yi Yang, Xi Liao, Nourine Mohammed Nadir, Yuxuan Jiang, Qiang Zhu, Siyue Teng, Fan Zhang, Shuyuan Zhu, Bing Zeng, David Bull 0001, Meiqin Liu, Chao Yao, Yao Zhao 0001. cvpr 2025: 1092-1103 [doi]

An overview of bit-depth enhancement: Algorithm datasets and evaluationJing Liu, Xin Li 0082, Guangtao Zhai. displays, 86:102896, 2025. [doi]

A study on the user viewing experience of implanted advertisement videos based on visual saliencyFangfang Lu, Yingjie Lian, Wei Sun 0029, Xiongkuo Min, Guangtao Zhai. eswa, 291:128499, 2025. [doi]

Human-Centered Financial Signal Analysis Based on Visual Patterns in Stock ChartsJi-Feng Luo, Yuzhen Chen, Kaixun Zhang, Xudong An, Menghan Hu, Guangtao Zhai, Xiao-Ping Zhang 0002. tmm, 27:4193-4205, 2025. [doi]

Exploring Rich Subjective Quality Information for Image Quality Assessment in the WildXiongkuo Min, Yixuan Gao, Yuqin Cao, Guangtao Zhai, Wenjun Zhang 0001, Huifang Sun, Chang Wen Chen. tcsv, 35(8):7778-7791, August 2025. [doi]

Machine Vision Quality Assessment for Image RestorationYiming Shi, Xiongkuo Min, Yixuan Gao, Guangtao Zhai. iscas 2025: 1-5 [doi]

Explore the Hallucination on Low-level Perception for MLLMsYiNan Sun, Zicheng Zhang, Haoning Wu 0001, Xiaohong Liu 0001, Weisi Lin, Guangtao Zhai, Xiongkuo Min. icassp 2025: 1-5 [doi]

FsPN: Blind Image Quality Assessment Based on Feature-Selected Pyramid NetworkLong Tang, Yongming Han, Liang Yuan, Guangtao Zhai. spl, 32:1-5, 2025. [doi]

Energy-Efficient VR 360 Video Streaming in the IRS-Aided Rate-Splitting Multiple Access NetworkLong Teng, Qingqing Wu 0001, Huiyu Duan, Xiongkuo Min, Guangtao Zhai. tcom, 73(8):6840-6853, August 2025. [doi]

Time-Smooth Wireless Transmission of Probabilistic Slicing VR 360 Video in MISO-OFDM SystemsLong Teng, Guangtao Zhai, Yongpeng Wu 0001, Xiongkuo Min, Biqian Feng, Yucheng Zhu, Wenjun Zhang 0001. tcom, 73(5):3409-3422, May 2025. [doi]

Towards All-in-One Medical Image Re-IdentificationYuan Tian, Kaiyuan Ji, Rongzhao Zhang, Yankai Jiang, Chunyi Li, Xiaosong Wang, Guangtao Zhai. cvpr 2025: 30774-30786 [doi]

Learning Hazing to Dehazing: Towards Realistic Haze Generation for Real-World Image DehazingRuiyi Wang, Yushuo Zheng, Zicheng Zhang, Chunyi Li, Shuaicheng Liu, Guangtao Zhai, Xiaohong Liu. cvpr 2025: 23091-23100 [doi]

Weakly Supervised Referring Video Object Segmentation With Object-Centric Pseudo-GuidanceWeikang Wang, Yuting Su, Jing Liu 0002, Wei Sun 0029, Guangtao Zhai. tmm, 27:1320-1333, 2025. [doi]

AIGV-Assessor: Benchmarking and Evaluating the Perceptual Quality of Text-to-Video Generation with LMMJiarui Wang, Huiyu Duan, Guangtao Zhai, Juntong Wang, Xiongkuo Min. cvpr 2025: 18869-18880 [doi]

Contrastive Learning via Randomly Generated Deep SupervisionShibo Wang, Zili Ma, Ka Hou Chan, Yue Liu, Tong Tong 0001, Qinquan Gao, Guangtao Zhai, Xiaohong Liu 0001, Tao Tan. icassp 2025: 1-5 [doi]

HazeCLIP: Towards Language Guided Real-World Image DehazingRuiyi Wang, Wenhao Li, Xiaohong Liu 0001, Chunyi Li, Zicheng Zhang, Xiongkuo Min, Guangtao Zhai. icassp 2025: 1-5 [doi]

Generalizable Underwater Image Quality Assessment With Curriculum Learning-Inspired Domain AdaptionShihui Wu, Qiuping Jiang, Guanghui Yue 0001, Shiqi Wang 0001, Guangtao Zhai. tbc, 71(1):252-263, March 2025. [doi]

Visual Saliency Prediction for Augmented Reality VideosZongyi Xie, Huiyu Duan, Yuxin Zhu, Pengfei Wang, Xiongkuo Min, Guangtao Zhai. iscas 2025: 1-5 [doi]

Charting the path forward: CT image quality assessment - an in-depth reviewSiyi Xun, Qiaoyu Li, Xiaohong Liu 0001, Pu Huang, Guangtao Zhai, Yue Sun, Peter H. N. de With, Mingxiang Wu, Tao Tan. jksucis, 37(5), 2025. [doi]

Content adaptive JND profile by leveraging HVS inspired channel modeling and perception oriented energy allocation optimizationHaibing Yin, Xia Wang, Guangtao Zhai, Xiaofei Zhou, Chenggang Yan. sigpro, 227:109734, 2025. [doi]

Q-Bench-Video: Benchmark the Video Quality Understanding of LMMsZicheng Zhang, Ziheng Jia, Haoning Wu 0001, Chunyi Li, Zijian Chen 0001, Yingjie Zhou, Wei Sun, Xiaohong Liu, Xiongkuo Min, Weisi Lin, Guangtao Zhai. cvpr 2025: 3229-3239 [doi]

LPerceptual Quality Assessment of AI Generated Content Videos: a Dataset and BenchmarkZhichao Zhang, Wei Sun 0029, Xinyue Li 0001, Yunhao Li, Jun Jia, Xiongkuo Min, Zicheng Zhang, Chunyi Li, Zhongpeng Ji, Fengyu Sun, Shangling Jui, Guangtao Zhai. iscas 2025: 1-5 [doi]

Mesh Mamba: A Unified State Space Model for Saliency Prediction in Non-Textured and Textured MeshesKaiwei Zhang, Dandan Zhu 0001, Xiongkuo Min, Guangtao Zhai. cvpr 2025: 16219-16228 [doi]

Redundancy Principles for MLLMs BenchmarksZicheng Zhang, Xiangyu Zhao, XinYu Fang, Chunyi Li, Xiaohong Liu 0001, Xiongkuo Min, Haodong Duan, Kai Chen 0026, Guangtao Zhai. acl 2025: 12492-12504 [doi]

Textured Mesh Saliency: Bridging Geometry and Texture for Human Perception in 3D GraphicsKaiwei Zhang, Dandan Zhu, Xiongkuo Min, Guangtao Zhai. AAAI 2025: 9977-9984 [doi]

Leveraging Multimodal Large Language Models for Joint Discrete and Continuous Evaluation in Text-to-Image AlignmentZhichao Zhang, Xinyue Li 0001, Wei Sun 0029, Zicheng Zhang, Yunhao Li, Xiaohong Liu 0001, Guangtao Zhai. cvpr 2025: 977-986 [doi]

A-Bench: Are LMMs Masters at Evaluating AI-generated Images?Zicheng Zhang, Haoning Wu 0001, Chunyi Li, Yingjie Zhou, Wei Sun 0029, Xiongkuo Min, Zijian Chen 0001, Xiaohong Liu 0001, Weisi Lin, Guangtao Zhai. iclr 2025: [doi]

Advancing Zero-Shot Digital Human Quality Assessment Through Text-Prompted EvaluationZicheng Zhang, Wei Sun 0029, Yingjie Zhou, Haoning Wu 0001, Chunyi Li, Xiongkuo Min, Xiaohong Liu 0001, Guangtao Zhai, Weisi Lin. TIP, 34:3503-3517, 2025. [doi]

Quality Assessment in the Era of Large Models: A SurveyZicheng Zhang, Yingjie Zhou, Chunyi Li, Baixuan Zhao, Xiaohong Liu 0001, Guangtao Zhai. tomccap, 21(7), July 2025. [doi]

Unified Approach to Mesh Saliency: Evaluating Textured and Non-Textured Meshes Through VR and Multifunctional PredictionKaiwei Zhang, Dandan Zhu, Xiongkuo Min, Guangtao Zhai. tvcg, 31(5):3151-3160, May 2025. [doi]

MM-PCQA+: Advancing Multi-Modal Learning for Point Cloud Quality AssessmentZicheng Zhang, Yingjie Zhou, Chunyi Li, Wei Sun 0029, Xiongkuo Min, Xiaohong Liu 0001, Guangtao Zhai. tomccap, 21(4), April 2025. [doi]

Audio-Visual Saliency Prediction Model with Implicit Neural RepresentationNana Zhang, Min Xiong, Dandan Zhu, Kun Zhu 0024, Guangtao Zhai, Xiaokang Yang 0001. tomccap, 21(4), April 2025. [doi]

Explain Vision Focus: Blending Human Saliency Into Synthetic Face ImagesKaiwei Zhang, Dandan Zhu, Xiongkuo Min, Huiyu Duan, Guangtao Zhai. tmm, 27:489-502, 2025. [doi]

Evaluating Point Cloud From Moving Camera Videos: A No-Reference MetricZicheng Zhang, Wei Sun 0029, Yucheng Zhu, Xiongkuo Min, Wei Wu 0002, Ying Chen, Guangtao Zhai. tmm, 27:927-939, 2025. [doi]

Q-Eval-100K: Evaluating Visual Quality and Alignment Level for Text-to-Vision ContentZicheng Zhang, Tengchuan Kou, Shushi Wang, Chunyi Li, Wei Sun 0029, Wei Wang 0213, Xiaoyu Li, Zongyu Wang, Xuezhi Cao, Xiongkuo Min, Xiaohong Liu 0001, Guangtao Zhai. cvpr 2025: 10621-10631 [doi]

OmniAlign-V: Towards Enhanced Alignment of MLLMs with Human PreferenceXiangyu Zhao, Shengyuan Ding, Zicheng Zhang, Haian Huang, Maosongcao Maosongcao, Jiaqi Wang 0003, Weiyun Wang, XinYu Fang, Wenhai Wang, Guangtao Zhai, Hua Yang 0001, Haodong Duan, Kai Chen 0026. acl 2025: 18490-18515 [doi]

Shadow Generation Using Diffusion Model with Geometry PriorHaonan Zhao, Qingyang Liu, Xinhao Tao, Li Niu, Guangtao Zhai. cvpr 2025: 7603-7612 [doi]

3DGCQA: A Quality Assessment Database for 3D AI-Generated ContentsYingjie Zhou, Zicheng Zhang, Farong Wen, Jun Jia, Yanwei Jiang, Xiaohong Liu 0001, Xiongkuo Min, Guangtao Zhai. icassp 2025: 1-5 [doi]

CT-PCQA: A Convolutional Neural Network and Transformer combined Method for Point Cloud Quality AssessmentYingjie Zhou, Zicheng Zhang, Wei Sun 0029, Xiongkuo Min, Guangtao Zhai. spic, 138:117371, 2025. [doi]

ESIQA: Perceptual Quality Assessment of Vision-Pro-based Egocentric Spatial ImagesXilei Zhu, Liu Yang, Huiyu Duan, Xiongkuo Min, Guangtao Zhai, Patrick Le Callet. tvcg, 31(5):2277-2287, May 2025. [doi]

How Does Audio Influence Visual Attention in Omnidirectional Videos? Database and ModelYuxin Zhu, Huiyu Duan, Kaiwei Zhang, Yucheng Zhu, Xilei Zhu, Long Teng, Xiongkuo Min, Guangtao Zhai. TIP, 34:3447-3462, 2025. [doi]

2024

Q-Instruct: Improving Low-Level Visual Abilities for Multi-Modality Foundation ModelsHaoning Wu 0001, Zicheng Zhang, Erli Zhang 0001, Chaofeng Chen, Liang Liao, Annan Wang, Kaixin Xu, Chunyi Li, Jingwen Hou, Guangtao Zhai, Geng Xue, Wenxiu Sun, Qiong Yan, Weisi Lin. cvpr 2024: 25490-25500 [doi]

Towards Open-Ended Visual Quality ComparisonHaoning Wu 0001, Hanwei Zhu, Zicheng Zhang, Erli Zhang 0001, Chaofeng Chen, Liang Liao, Chunyi Li, Annan Wang, Wenxiu Sun, Qiong Yan, Xiaohong Liu 0001, Guangtao Zhai, Shiqi Wang 0001, Weisi Lin. eccv 2025: 360-377 [doi]

Q-Align: Teaching LMMs for Visual Scoring via Discrete Text-Defined LevelsHaoning Wu 0001, Zicheng Zhang, Weixia Zhang, Chaofeng Chen, Liang Liao, Chunyi Li, Yixuan Gao, Annan Wang, Erli Zhang 0001, Wenxiu Sun, Qiong Yan, Xiongkuo Min, Guangtao Zhai, Weisi Lin. icml 2024: [doi]

FS-BAND: A Frequency-Sensitive Banding DetectorZijian Chen 0001, Wei Sun 0029, Zicheng Zhang, Ru Huang 0002, Fangfang Lu, Xiongkuo Min, Guangtao Zhai, Wenjun Zhang. iscas 2024: 1-5 [doi]

Q-Bench: A Benchmark for General-Purpose Foundation Models on Low-level VisionHaoning Wu 0001, Zicheng Zhang, Erli Zhang 0001, Chaofeng Chen, Liang Liao, Annan Wang, Chunyi Li, Wenxiu Sun, Qiong Yan, Guangtao Zhai, Weisi Lin. iclr 2024: [doi]

ShadowRefiner: Towards Mask-free Shadow Removal via Fast Fourier TransformerWei Dong 0010, Han Zhou 0003, Yuqiong Tian, Jingke Sun, Xiaohong Liu 0001, Guangtao Zhai, Jun Chen 0006. cvpr 2024: 6208-6217 [doi]

SR-VQA: Super-Resolution Video Quality Assessment ModelYuqin Cao, Wei Sun 0029, Weixia Zhang, YiNan Sun, Ziheng Jia, Yuxin Zhu, Xiongkuo Min, Guangtao Zhai. eccv 2025: 144-159 [doi]

UniProcessor: A Text-Induced Unified Low-Level Image ProcessorHuiyu Duan, Xiongkuo Min, Sijing Wu, Wei Shen 0002, Guangtao Zhai. eccv 2025: 180-199 [doi]

PrefIQA: Human Preference Learning for AI-generated Image Quality AssessmentHengjian Gao, Kaiwei Zhang, Wei Sun 0029, Chunyi Li, Huiyu Duan, Xiaohong Liu 0001, Xiongkuo Min, Guangtao Zhai. iscas 2024: 1-5 [doi]

Perceptual Skin Tone Color Difference Measurement for Portrait PhotographyShiqi Gao, Huiyu Duan, Qihang Xu, Jia Wang 0004, Xiongkuo Min, Guangtao Zhai, Patrick Le Callet. vcip 2024: 1-6 [doi]

Multidimensional Similarity Fusion for Speech Quality AssessmentFan Huang, Xiongkuo Min, Yuqin Cao, Xiao-Ping Zhang 0002, Guangtao Zhai. iscas 2024: 1-5 [doi]

ACIQA: A Dataset and Method for Assessing the Imaging Quality of Automotive CamerasYijie Huang, Haoyang Ni, Kaiwei Zhang, Ziheng Jia, Fangfang Lu, Xiongkuo Min, Guangtao Zhai. vcip 2024: 1-5 [doi]

Application of 3D nnU-Net with Residual Encoder in the 2024 MICCAI Head and Neck Tumor Segmentation ChallengeKaiyuan Ji, Zhihan Wu, Jing Han, Jun Jia, Guangtao Zhai, Jiannan Liu. miccai 2025: 250-258 [doi]

Compression-RQ-VQA: Leveraging Rich Quality-Aware Features for Compressed Video Quality AssessmentZiheng Jia, Jiaying Qian, Wei Sun 0029, Zicheng Zhang, Yuqin Cao, YiNan Sun, Yuxin Zhu, Guangtao Zhai, Xiongkuo Min. eccv 2025: 74-91 [doi]

G-Refine: A General Quality Refiner for Text-to-Image GenerationChunyi Li, Haoning Wu 0001, Hongkun Hao, Zicheng Zhang, Tengchuan Kou, Chaofeng Chen, Lei Bai 0001, Xiaohong Liu 0001, Weisi Lin, Guangtao Zhai. mm 2024: 7375-7384 [doi]

On Learning Multi-Modal Forgery Representation for Diffusion Generated Video DetectionXiufeng Song, Xiao Guo, Jiache Zhang, Qirui Li, Lei Bai 0001, Xiaoming Liu 0002, Guangtao Zhai, Xiaohong Liu 0001. nips 2024: [doi]

DTSN: No-Reference Image Quality Assessment via Deformable Transformer and Semantic NetworkLong Tang, Liang Yuan, Guoquan Zheng, Zesheng Wang 0004, Guangtao Zhai. icip 2024: 1207-1211 [doi]

MVBind: Self-Supervised Music Recommendation for Videos via Embedding Space BindingJiajie Teng, Huiyu Duan, Yucheng Zhu, Sijing Wu, Guangtao Zhai. vcip 2024: 1-5 [doi]

MMHead: Towards Fine-grained Multi-modal 3D Facial AnimationSijing Wu, Yunhao Li, Yichao Yan, Huiyu Duan, Ziwei Liu 0002, Guangtao Zhai. mm 2024: 7966-7975 [doi]

ResAD: A Simple Framework for Class Generalizable Anomaly DetectionXincheng Yao, Zixin Chen, Chao Gao, Guangtao Zhai, Chongyang Zhang. nips 2024: [doi]

Optimizing Projection-Based Point Cloud Quality Assessment with Human Preferred Viewpoints SelectionZicheng Zhang, Yu Fan, Wei Sun, Xiongkuo Min, Xiaohong Liu, Chunyi Li, Haoning Wu 0001, Weisi Lin, Ning Liu, Guangtao Zhai. icmcs 2024: 1-6 [doi]

2DAS: An Efficient Equivariant Dynamic Aggregation Saliency Model for Omnidirectional ImagesNana Zhang, Qian Liu, Dandan Zhu, Kun Zhu 0024, Guangtao Zhai, Xiaokang Yang. icpr 2025: 407-423 [doi]

A Reduced-Reference Quality Assessment Metric for Textured Mesh Digital HumansZicheng Zhang, Yingjie Zhou, Chunyi Li, Kang Fu, Wei Sun, Xiaohong Liu, Xiongkuo Min, Guangtao Zhai. icassp 2024: 2965-2969 [doi]

TDiffSal: Text-Guided Diffusion Saliency Prediction Model for ImagesNana Zhang, Min Xiong, Dandan Zhu, Kun Zhu 0024, Guangtao Zhai. icpr 2025: 15-31 [doi]

LMM-PCQA: Assisting Point Cloud Quality Assessment with LMMZicheng Zhang, Haoning Wu 0001, Yingjie Zhou, Chunyi Li, Wei Sun 0029, Chaofeng Chen, Xiongkuo Min, Xiaohong Liu 0001, Weisi Lin, Guangtao Zhai. mm 2024: 7783-7792 [doi]

Subjective and Objective Quality-of-Experience Assessment for 3D Talking HeadsYingjie Zhou, Zicheng Zhang, Wei Sun 0029, Xiaohong Liu 0001, Xiongkuo Min, Guangtao Zhai. mm 2024: 6033-6042 [doi]

AVSal: Enhancing Video Saliency Prediction Through Audio-Visual Fusion and Temporal AggregationYuxin Zhu, YiNan Sun, Huiyu Duan, Yuqin Cao, Ziheng Jia, Qiang Hu 0003, Xiongkuo Min, Guangtao Zhai. eccv 2025: 127-143 [doi]

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