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Depicting Beyond Scores: Advancing Image Quality Assessment Through Multi-modal Language Models Conference paper
You, Zhiyuan, Li, Zheyuan, Gu, Jinjin, Yin, Zhenfei, Xue, Tianfan, Dong, Chao. Depicting Beyond Scores: Advancing Image Quality Assessment Through Multi-modal Language Models[C]:Springer Science and Business Media Deutschland GmbH, 2025, 259-276.
Authors:  You, Zhiyuan;  Li, Zheyuan;  Gu, Jinjin;  Yin, Zhenfei;  Xue, Tianfan; et al.
Favorite | TC[Scopus]:1 | Submit date：2025/01/22
Image Quality Assessment  Multi-modal Language Models  
A Full-Reference Image Quality Assessment Method via Deep Meta-Learning and Conformer Journal article
Lang, Shujun, Liu, Xu, Zhou, Mingliang, Luo, Jun, Pu, Huayan, Zhuang, Xu, Wang, Jason, Wei, Xuekai, Zhang, Taiping, Feng, Yong, Shang, Zhaowei. A Full-Reference Image Quality Assessment Method via Deep Meta-Learning and Conformer[J]. IEEE Transactions on Broadcasting, 2024, 70(1), 316-324.
Authors:  Lang, Shujun;  Liu, Xu;  Zhou, Mingliang;  Luo, Jun;  Pu, Huayan; et al.
Favorite | TC[WOS]:6 TC[Scopus]:8  IF:3.2/3.6 | Submit date：2024/02/22
Conformer  Deep Learning  Distortion  Feature Extraction  Full-reference Image Quality Assessment  Image Quality  Knowledge-driven  Meta-learning  Metalearning  Task Analysis  Visualization  
Multilevel Feature Fusion for End-to-End Blind Image Quality Assessment Journal article
Lan,Xuting, Zhou,Mingliang, Xu,Xueyong, Wei,Xuekai, Liao,Xingran, Pu,Huayan, Luo,Jun, Xiang,Tao, Fang,Bin, Shang,Zhaowei. Multilevel Feature Fusion for End-to-End Blind Image Quality Assessment[J]. IEEE Transactions on Broadcasting, 2023, 69(3), 801-811.
Authors:  Lan,Xuting;  Zhou,Mingliang;  Xu,Xueyong;  Wei,Xuekai;  Liao,Xingran; et al.
Favorite | TC[WOS]:16 TC[Scopus]:20  IF:3.2/3.6 | Submit date：2023/08/03
Blind Image Quality Assessment  Deep Learning  Distortion  Feature Extraction  Feature Extraction  Generative Adversarial Networks  Image Quality  Multilevel Feature Fusion  Predictive Models  Semantics  
An End-to-End Blind Image Quality Assessment Method Using a Recurrent Network and Self-Attention Journal article
Mingliang Zhou, Xuting Lan, Xuekai Wei, Xingran Liao, Qin Mao, Yutong Li, Chao Wu, Tao Xiang, Bin Fang. An End-to-End Blind Image Quality Assessment Method Using a Recurrent Network and Self-Attention[J]. IEEE Transactions on Broadcasting, 2022, 69(2), 369-377.
Authors:  Mingliang Zhou;  Xuting Lan;  Xuekai Wei;  Xingran Liao;  Qin Mao; et al.
Favorite | TC[WOS]:23 TC[Scopus]:27  IF:3.2/3.6 | Submit date：2023/07/27
Blind Image Quality Assessment  Recurrent Neural Network  Self-attention  
Texture-Guided Multiscale Feature Learning Network for Palmprint Image Quality Assessment Conference paper
Sun, Xiao, Fei, Lunke, Zhao, Shuping, Li, Shuyi, Wen, Jie, Jia, Wei. Texture-Guided Multiscale Feature Learning Network for Palmprint Image Quality Assessment[C]. Deng W., Feng J., Zheng F., Huang D., Kan M., Sun Z., He Z., Wang W.:Springer Science and Business Media Deutschland GmbH, 2022, 550-558.
Authors:  Sun, Xiao;  Fei, Lunke;  Zhao, Shuping;  Li, Shuyi;  Wen, Jie; et al.
Favorite | TC[Scopus]:1 | Submit date：2023/01/30
Biometric  Palmprint Image Quality Assessment  Multiscale Feature Leaning  Texture Guided  
An efficient unsupervised image quality metric with application for condition recognition in kiln Journal article
Wu, Leyuan, Zhang, Xiaogang, Chen, Hua, Zhou, Yicong, Wang, Lianhong, Wang, Dingxiang. An efficient unsupervised image quality metric with application for condition recognition in kiln[J]. Engineering Applications of Artificial Intelligence, 2021, 107, 104547.
Authors:  Wu, Leyuan;  Zhang, Xiaogang;  Chen, Hua;  Zhou, Yicong;  Wang, Lianhong; et al.
Favorite | TC[WOS]:5 TC[Scopus]:5  IF:7.5/7.4 | Submit date：2022/02/21
Blind Image Quality Assessment (Biqa)  Iqa-based Application  Sintering Condition Recognition  Textural Intensity  
Perceptual quality assessment of low-light image enhancement Journal article
Zhai, Guangtao, Sun, Wei, Min, Xiongkuo, Zhou, Jiantao. Perceptual quality assessment of low-light image enhancement[J]. ACM Transactions on Multimedia Computing, Communications and Applications, 2021, 17(4), 130.
Authors:  Zhai, Guangtao;  Sun, Wei;  Min, Xiongkuo;  Zhou, Jiantao
Favorite | TC[WOS]:61 TC[Scopus]:64  IF:5.2/4.9 | Submit date：2022/05/13
Light-enhanced Image  Low-light Image Enhancement  Quality Assessment  Structure Similarity  
Unsupervised quaternion model for blind colour image quality assessment Journal article
Wu, Leyuan, Zhang, Xiaogang, Chen, Hua, Zhou, Yicong. Unsupervised quaternion model for blind colour image quality assessment[J]. Signal Processing, 2020, 176, 107708.
Authors:  Wu, Leyuan;  Zhang, Xiaogang;  Chen, Hua;  Zhou, Yicong
Favorite | TC[WOS]:9 TC[Scopus]:10  IF:3.4/3.8 | Submit date：2021/12/06
Colour Image Processing  Natural Scene Statistical  Quaternion Representation  Unsupervised Blind Image Quality Assessment  
Quality assessment model for smartphone camera photo based on inception network with residual module and batch normalization Conference paper
Shuning Xu, Junbing Yan, Menghan Hu, Qingli Li, Jiantao Zhou. Quality assessment model for smartphone camera photo based on inception network with residual module and batch normalization[C], 2020.
Authors:  Shuning Xu;  Junbing Yan;  Menghan Hu;  Qingli Li;  Jiantao Zhou
Favorite | TC[WOS]:0 TC[Scopus]:1 | Submit date：2021/03/11
Inception  No Reference Subjec¬tive Image Quality Assessment  Smartphone Camera  
Quality Evaluation of Image Dehazing Methods Using Synthetic Hazy Images Journal article
Xiongkuo Min, Guangtao Zhai, Ke Gu, Yucheng Zhu, Jiantao Zhou, Guodong Guo, Xiaokang Yang, Xinping Guan, Wenjun Zhang. Quality Evaluation of Image Dehazing Methods Using Synthetic Hazy Images[J]. IEEE Transactions on Multimedia, 2019, 21(9), 2319-2333.
Authors:  Xiongkuo Min;  Guangtao Zhai;  Ke Gu;  Yucheng Zhu;  Jiantao Zhou; et al.
Adobe PDF | Favorite | TC[WOS]:168 TC[Scopus]:198  IF:8.4/8.0 | Submit date：2021/03/11
Dehazing Algorithm Evaluation  Image Dehazing  Quality Assessment  Regular/aerial Image  Synthetic Haze