师资队伍

闵雄阔长轨副教授

地址：上海市闵行区东川路800号上海交通大学电院5号楼100室

电话：+86 21 34204402

邮箱：minxiongkuo@sjtu.edu.cn

研究中心：图像通信研究所

个人主页：https://minxiongkuo.github.io/
个人简介

闵雄阔，上海交通大学电子工程系长聘教轨副教授。2013年本科毕业于武汉大学，2018年博士毕业于上海交通大学，2018至2021年在上海交通大学做博士后，2021年至今于上海交通大学图像通信与网络工程研究所工作。研究方向为多媒体信号处理，主持国家自然科学基金面上、青年、重点研发子课题、博士后基金面上、CAAI-Mindspore学术基金、CCF-腾讯犀牛鸟基金、上海交通大学-华为ExploreX基金等项目；入选博士后创新人才、上海市浦江人才、上海市超博等计划；获中国图象图形学会技术发明一等奖、中国电子学会优博等国内奖励，以及IEEE TMM最佳论文提名奖、IEEE ICME最佳学生论文奖、IEEE BMSB最佳论文奖等国际奖励，多次获IEEE ICME、ICIP等挑战赛冠军；在IEEE/ACM汇刊及CCF A类会议上发表论文60余篇，其中5篇入选ESI热点/高被引论文，Google Scholar引用5000余次；获授权发明专利20余项；任Displays、Hum.-centric Comput. Inf. Sci.等期刊编委。

研究领域

多媒体、图像视频处理、计算机视觉、人工智能

研究方向
  1. 图像/视频/音频质量评价
  2. 视觉注意分析及预测
  3. 视觉质量增强与恢复
  4. 多模态信息融合
  5. 虚拟/增强/扩展现实及元宇宙
  6. 虚拟数字人
  7. 智慧医疗
获奖情况
  1. 2023年，IEEE ICIP点云视觉质量评价挑战赛冠军
  2. 2023年，IEEE MSA-TC最佳论文提名奖
  3. 2023年，上海交通大学优异学士学位论文（Top 1%）指导教师
  4. 2022年，中国图象图形学学会技术发明奖一等奖（排2）
  5. 2022年，中国图象图形学学会高等教育教学成果奖二等奖（排2）
  6. 2022年，SCIENCE CHINA Information Sciences热点论文奖
  7. 2022年，上海市浦江人才计划
  8. 2022年，IEEE BMSB最佳论文奖
  9. 2022年，IEEE ICIP 监控视频质量评价挑战赛
  10. 2021年，IEEE Transactions on Multimedia最佳论文提名奖（2/772）
  11. 2021年，IEEE ICME用户生成视频质量评价挑战赛冠军
  12. 2020年，中国电子学会优博论文奖
  13. 2019年，IEEE国际移动多媒体计算研讨会最佳论文奖
  14. 2018年，博士后创新人才计划
  15. 2018年，上海市超级博士后激励计划
  16. 2018年，IEEE ICME全景视频显著性检测挑战赛冠军
  17. 2017年，IEEE ICME全景图像显著性检测挑战赛冠军
  18. 2016年，IEEE ICME最佳学生论文奖
授课
  1. CS3324，《数字图像处理》，本科生，秋季学期
  2. ICE6205，《智能视频分析》，研究生，春季学期
科研项目
  1. 国家自然科学基金面上项目，项目号：62271312，执行期：2023-2026，主持
  2. 国家自然科学基金青年项目，项目号：61901260，执行期：2020-2022，主持
  3. 国家重点研发计划子课题，项目号：2023YFB2906205，执行期：2023-2026，主持
  4. 上海市浦江人才计划，项目号：22PJ1407400，执行期：2022-2024，主持
  5. 博士后创新人才支持计划，项目号：BX20180197，执行期：2018-2020，主持
  6. 中国博士后科学基金面上项目，项目号：2019M651496，执行期：2018-2020，主持
  7. 上海市超级博士后激励计划，执行期：2018-2020，主持
  8. 中国人工智能学会-华为MindSpore学术奖励基金，项目号：CAAIXSJLJJ-2022-006C，执行期：2022-2023，主持
  9. 中国计算机学会-腾讯犀牛鸟基金，项目号：IAGR20220102，执行期：2022-2023，主持
  10. 上海交通大学Explore X基金，执行期：2023-2025，主持
  11. 上海交通大学新进教师启动基金，执行期：2021-2024，主持
  12. 腾讯科技有限公司企业委托项目，执行期：2022-2023，主持
  13. 淘宝软件有限公司联合实验室项目，执行期：2022-2023，主持
学术兼职
  1. Associate Editor for Elsevier Displays (IF: 4.3), 2021 - now
  2. Associate Editor for Human-centric Computing and Information Sciences (HCIS) (IF: 6.6), 2022 - now
  3. Guest Editor for Frontiers in Neuroscience (IF: 5.2), 2022
  4. Guest Editor for Elsevier Displays (IF: 4.3), 2023
  5. Guest Editor for Elsevier Displays (IF: 4.3), 2021
  6. Guest Editor for MDPI Sensors (IF: 3.8), 2023
  7. Guest Editor for IEEE Access (IF: 3.5), 2020
  8. Grand Challenge Organizer for NTIRE 2023 Quality Assessment of Video Enhancement Challenge (in conjunction with CVPR 2023)
  9. Grand Challenge Organizer for IEEE ICME 2020 Grand Challenge on QA4Camera: Quality Assessment for Smartphone Cameras
  10. Special Session Organizer for IEEE MMSP 2023 Special Session on Quality Assessment and Enhancement for Multimedia Visual Signals
著作及专利
  1. 翟广涛，吴思婧，段慧煜，闵雄阔，高艺璇，曹于勤，“基于深度学习的视障辅助的图像增强方法、设备和介质”，中国发明专利，专利号：ZL202110829947.3，授权时间：2023-10-27
  2. 闵雄阔，翟广涛，杨小康，“一种全参考音频质量评价方法及装置”，中国发明专利，专利号：ZL202010171569.X，授权时间：2023-05-23
  3. 杨小康，朱丹丹，闵雄阔，朱煜程，朱文瀚，翟广涛，“排列注意力特征的全景图像显著性预测方法、系统及终端”，中国发明专利，专利号：ZL202010171615.6，授权时间：2023-04-28
  4. 翟广涛，朱煜程，闵雄阔，朱文瀚，朱丹丹，杨小康，“一种相似场景图像组的图像质量评估方法、系统及终端”，中国发明专利，专利号：ZL202010172380.2，授权时间：2023-04-28
  5. 闵雄阔，翟广涛，杨小康，“基于自然音频统计特性的无参考音频质量评价方法和装置”，中国发明专利，专利号：ZL202010171602.9，授权时间：2023-02-28
  6. 翟广涛，陆强，杨小康，朱文瀚，闵雄阔，孙伟，“一种手机照片质量比较评价方法、系统及终端”，中国发明专利，专利号：ZL202010211227.6，授权时间：2022-12-20
  7. 翟广涛，孙伟，杨小康，朱文瀚，闵雄阔，陆强，“一种移动设备拍照清晰度质量评价方法、系统和终端”，中国发明专利，专利号：ZL202010211195.X，授权时间：2022-12-20
  8. 闵雄阔，曹于勤，孙伟，朱煜程，高艺璇，翟广涛，“一种基于门控循环神经网络的无参考音视频质量评价方法”，中国发明专利，专利号：ZL202110814227.X，授权时间：2022-09-02
  9. 闵雄阔，曹于勤，孙伟，段慧煜，吴思婧，翟广涛，“一种全参考音视频客观质量评价方法、系统及终端”，中国发明专利，专利号：ZL202110814232.0，授权时间：2022-08-23
  10. 杨小康，朱丹丹，闵雄阔，朱文瀚，朱煜程，翟广涛，“基于注意力感知特征的全景图像显著性预测方法及系统”，中国发明专利，专利号：ZL202010171611.8，授权时间：2022-07-12
  11. 闵雄阔，翟广涛，杨小康，“一二维质量描述子融合的音视频联合质量评价方法及终端”，中国发明专利，专利号：ZL202010171586.3，授权时间：2021-06-29
  12. 杨小康，闵雄阔，翟广涛，朱文瀚，朱煜程，朱丹丹，“基于视听联合注意的视频质量评价方法、系统及终端”，中国发明专利，专利号：ZL202010172444.9，授权时间：2021-06-29
  13. 闵雄阔，翟广涛，杨小康，“基于自然音视频统计的无参考音视频联合质量评价方法”，中国发明专利，专利号：ZL202010171587.8，授权时间：2021-06-08
  14. 翟广涛，闵雄阔，杨小康，“一种视频及音频联合质量评价方法和装置”，中国发明专利，专利号：ZL202010171567.0，授权时间：2021-06-04
  15. 杨小康，闵雄阔，翟广涛，朱文瀚，朱煜程，朱丹丹，“音视频多媒体数据库的构建及多媒体主观质量评价方法”，中国发明专利，专利号：ZL202010172382.1，授权时间：2021-05-25
  16. 闵雄阔，翟广涛，杨小康，“基于神经网络的视频及音频联合质量评价方法和装置”，中国发明专利，专利号：ZL202010172399.7，授权时间：2021-05-07
  17. 翟广涛，杨小康，朱文瀚，闵雄阔，朱煜程，朱丹丹，“一种超高清视频质量评价方法及装置”，中国发明专利，专利号：ZL202010172376.6，授权时间：2021-01-05
  18. 杨小康，翟广涛，李铎，闵雄阔，“针对视觉障碍患者的头戴式视觉辅助系统””，中国发明专利，专利号：ZL201410531536.6，授权时间：2017-10-24
重要论文

2023年期刊论文

  1. Danyang Tu, Wei Shen, Wei Sun, Xiongkuo Min, Guangtao Zhai, and Chang Wen Chen, “Un-Gaze: A Unified Transformer for Joint Gaze-Location and Gaze-Object Detection,” IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2023.
  2. Kaiwei Zhang, Dandan Zhu, Xiongkuo Min, Zhongpai Gao, and Guangtao Zhai, “Synergetic Assessment of Quality and Aesthetic: Approach and Comprehensive Benchmark Dataset,” IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2023.
  3. Yixuan Gao, Xiongkuo Min, Yucheng Zhu, Xiao-Ping Zhang, and Guangtao Zhai, “Blind Image Quality Assessment: A Fuzzy Neural Network for Opinion Score Distribution Prediction,” IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2023.
  4. Yuqin Cao, Xiongkuo Min, Wei Sun, and Guangtao Zhai, “Subjective and Objective Audio-Visual Quality Assessment for User Generated Content,” IEEE Transactions on Image Processing (TIP), 2023.
  5. Chunyi Li, Zicheng Zhang, Haoning Wu, Wei Sun, Xiongkuo Min, Xiaohong Liu, Guangtao Zhai, and Weisi Lin, “AGIQA-3K: An Open Database for AI-Generated Image Quality Assessment,” IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2023.
  6. Yifei Guo, Menghan Hu, Xiongkuo Min, Yan Wang, Min Dai, Guangtao Zhai, Xiao-Ping Zhang, and Xiaokang Yang, “Blind Image Quality Assessment for Pathological Microscopic Image under Screen and Immersion Scenarios,” IEEE Transactions on Medical Imaging (TMI), 2023.
  7. Dandan Zhu, Kaiwei Zhang, Nana Zhang, Qiangqiang Zhou, Xiongkuo Min, Guangtao Zhai, and Xiaokang Yang, “Unified Audio-visual Saliency Model for Omnidirectional Videos with Spatial Audio,” IEEE Transactions on Multimedia (TMM), 2023.
  8. Wei Sun, Xiongkuo Min, Danyang Tu, Siwei Ma, and Guangtao Zhai, “Blind Quality Assessment for in-the-Wild Images via Hierarchical Feature Fusion and Iterative Mixed Database Training,” IEEE Journal of Selected Topics in Signal Processing (JSTSP), 2023.
  9. Yuqin Cao, Xiongkuo Min, Wei Sun, and Guangtao Zhai, “Attention-Guided Neural Networks for Full-Reference and No-Reference Audio-Visual Quality Assessment,” IEEE Transactions on Image Processing (TIP), vol. 32, pp. 1882-1896, 2023.
  10. Huiyu Duan, Xiongkuo Min, Wei Sun, Yucheng Zhu, Xiao-Ping Zhang, and Guangtao Zhai, “Attentive Deep Image Quality Assessment for Omnidirectional Stitching,” IEEE Journal of Selected Topics in Signal Processing (JSTSP), 2023.
  11. Dandan Zhu, Xuan Shao, Qiangqiang Zhou, Xiongkuo Min, Guangtao Zhai, and Xiaokang Yang, “A Novel Lightweight Audio-visual Saliency Model for Videos,” ACM Transactions on Multimedia Computing, Communications and Applications (TOMM), vol. 19, no. 4, pp. 147:1-147:22, 2023.
  12. Yucheng Zhu, Xiongkuo Min, Dandan Zhu, Guangtao Zhai, Xiaokang Yang, Wenjun Zhang, Ke Gu, and Jiantao Zhou, “Toward Visual Behavior and Attention Understanding for Augmented 360 Degree Videos,” ACM Transactions on Multimedia Computing, Communications and Applications (TOMM), vol. 19, no. 2s, pp. 99:1-99:24, 2023.
  13. Yixuan Gao, Xiongkuo Min, Wenhan Zhu, Xiao-Ping Zhang, and Guangtao Zhai, “Image Quality Score Distribution Prediction via Alpha Stable Model,” IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), vol. 33, no. 6, pp. 2656-2671, 2023.
  14. Wei Lu, Wei Sun, Xiongkuo Min, Wenhan Zhu, Quan Zhou, Jun He, Qiyuan Wang, Zicheng Zhang, Tao Wang, and Guangtao Zhai, “Deep Neural Network for Blind Visual Quality Assessment of 4K Content,” IEEE Transactions on Broadcasting (TBC), vol. 69, no. 2, pp. 406-421, 2023.
  15. Runze Hu, Yutao Liu, Ke Gu, Xiongkuo Min, and Guangtao Zhai, “Toward a No-Reference Quality Metric for Camera-Captured Images,” IEEE Transactions on Cybernetics (TCYB), vol. 53, no. 6, pp. 3651-3664, 2023.
  16. Yucheng Zhu, Yunhao Li, Wei Sun, Xiongkuo Min, Guangtao Zhai, and Xiaokang Yang, “Blind Image Quality Assessment Via Cross-View Consistency,” IEEE Transactions on Multimedia (TMM), vol. 25, pp. 7364-7377, 2022.
  17. Jun Jia, Zhongpai Gao, Dandan Zhu, Xiongkuo Min, Menghan Hu, and Guangtao Zhai, “RIVIE: Robust Inherent Video Information Embedding,” IEEE Transactions on Multimedia (TMM), vol. 25, pp. 7607-7620, 2023.

2022年期刊论文

  1. Xiongkuo Min, Ke Gu, Guangtao Zhai, Xiaokang Yang, Wenjun Zhang, Patrick Le Callet, and Chang Wen Chen， “Screen Content Quality Assessment: Overview, Benchmark, and Beyond,” ACM Computing Surveys (CSUR), vol. 54, no. 9, pp. 1-36, 2022. (ESI Highly Cited Paper)
  2. Kaiwei Zhang, Dandan Zhu, Xiongkuo Min, and Guangtao Zhai, “Implicit Neural Representation Learning for Hyperspectral Image Super-Resolution,” IEEE Transactions on Geoscience and Remote Sensing (TGRS), vol. 61, pp. 1-12, 2022.
  3. Huiyu Duan, Xiongkuo Min, Yucheng Zhu, Guangtao Zhai, Xiaokang Yang, and Patrick Le Callet, “Confusing Image Quality Assessment: Toward Better Augmented Reality Experience,” IEEE Transactions on Image Processing (TIP), vol. 31, pp. 7206-7221, 2022.
  4. Tao Wang, Wei Sun, Wei Wu, Ying Chen, Xiongkuo Min, Wei Lu, Zicheng Zhang, and Guangtao Zhai, “A Deep Learning Based Multi-Dimensional Aesthetic Quality Assessment Method for Mobile Game Images,” IEEE Transactions on Games (ToG), 2022.
  5. Zicheng Zhang, Wei Sun, Xiongkuo Min, Tao Wang, Wei Lu, and Guangtao Zhai, “No-Reference Quality Assessment for 3D Colored Point Cloud and Mesh Models,” IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), vol. 32, no. 11, pp. 7618-7631, 2022.
  6. Huiyu Duan, Wei Shen, Xiongkuo Min, Yuan Tian, Jae-Hyun Jung, Xiaokang Yang, and Guangtao Zhai, “Develop then Rival: A Human Vision-Inspired Framework for Superimposed Image Decomposition,” IEEE Transactions on Multimedia (TMM), 2022.
  7. Yucheng Zhu, Guangtao Zhai, Yiwei Yang, Huiyu Duan, Xiongkuo Min, and Xiaokang Yang, “Viewing Behavior Supported Visual Saliency Predictor for 360 Degree Videos,” IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), vol. 32, no. 7, pp. 4188-4201, 2022. (Grand Prize of IEEE ICME 2018 Salient360! Grand Challenge)
  8. Long Teng, Guangtao Zhai, Yongpeng Wu, Xiongkuo Min, Wenjun Zhang, Zhi Ding, and Chengshan Xiao, “QoE Driven VR 360° Video Massive MIMO Transmission,” IEEE Transactions on Wireless Communications (TWC), vol. 21, no. 1, pp. 18-33, 2022.
  9. Jun Jia, Zhongpai Gao, Kang Chen, Menghan Hu, Xiongkuo Min, Guangtao Zhai, and Xiaokang Yang, “RIHOOP: Robust Invisible Hyperlinks in Offline and Online Photographs,” IEEE Transactions on Cybernetics (TCYB), vol. 52, no. 7, pp. 7094-7106, 2022.
  10. Zhaohui Che, Ali Borji, Guangtao Zhai, Suiyi Ling, Jing Li, Xiongkuo Min, Guodong Guo, and Patrick Le Callet, “SMGEA: A New Ensemble Adversarial Attack Powered by Long-Term Gradient Memories,” IEEE Transactions on Neural Networks and Learning Systems (TNNLS), vol. 33, no. 3, pp. 1051-1065, 2022.
  11. Wei Sun, Xiongkuo Min, Guangtao Zhai, Ke Gu, Siwei Ma, and Xiaokang Yang, “Dynamic Backlight Scaling Considering Ambient Luminance for Mobile Videos on LCD Displays,” IEEE Transactions on Mobile Computing (TMC), vol. 21, no. 1, pp. 110-124, 2022.
  12. Jiahe Zhang, Xiongkuo Min, Yucheng Zhu, Guangtao Zhai, Jiantao Zhou, Xiaokang Yang, and Wenjun Zhang, “HazDesNet: An End-to-End Network for Haze Density Prediction,” IEEE Transactions on Intelligent Transportation Systems (TITS), vol. 23, no. 4, pp. 3087-3102, 2022.

2021年期刊论文

  1. Guangtao Zhai, Wei Sun, Xiongkuo Min, and Jiantao Zhou， “Perceptual Quality Assessment of Low-light Image Enhancement,” ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM), vol. 17, no. 4, pp. 130:1-130:24, 2021.
  2. Adnan Sharif, Guangtao Zhai, Xiongkuo Min, Jun Jia, and Kashif Munir, “Enhancing Decoding Rate of Barcode Decoders in Complex Scenes for IoT Systems,” IEEE Internet of Things Journal (IoT-J), vol. 8, no. 24, pp. 17495-17507, 2021.
  3. Guangtao Zhai, Yucheng Zhu, and Xiongkuo Min, “Comparative Perceptual Assessment of Visual Signals Using Free Energy Features,” IEEE Transactions on Multimedia (TMM), vol. 23, pp. 3700-3713, 2021.
  4. Suiyi Ling, Jing Li, Zhaohui Che, Xiongkuo Min, Guangtao Zhai, and Patrick Le Callet, “Quality Assessment of Free-Viewpoint Videos by Quantifying the Elastic Changes of Multi-Scale Motion Trajectories,” IEEE Transactions on Image Processing (TIP), vol. 30, pp. 517-531, 2021.
  5. Wang Shen, Wenbo Bao, Guangtao Zhai, Li Chen, Xiongkuo Min, and Zhiyong Gao, “Video Frame Interpolation and Enhancement via Pyramid Recurrent Framework,” IEEE Transactions on Image Processing (TIP), vol. 30, pp. 277-292, 2021.
  6. Teng Li, Xiongkuo Min, Heng Zhao, Guangtao Zhai, Yiling Xu, and Wenjun Zhang, “Subjective and Objective Quality Assessment of Compressed Screen Content Videos,” IEEE Transactions on Broadcasting (TBC), vol. 67, no. 2, pp. 438-449, 2021.
  7. Adnan Sharif, Guangtao Zhai, Jun Jia, Xiongkuo Min, Xiangyang Zhu, and Jiahe Zhang, “An Accurate and Efficient 1-D Barcode Detector for Medium of Deployment in IoT Systems,” IEEE Internet of Things Journal (IoT-J), vol. 8, no. 2, pp. 889-900, 2021.

2020年期刊论文

  1. Xiongkuo Min, Guangtao Zhai, Jiantao Zhou, Mylene C.Q. Farias, and Alan Conrad Bovik, “Study of Subjective and Objective Quality Assessment of Audio-Visual Signals,” IEEE Transactions on Image Processing (TIP), vol. 29, pp. 6054–6068, 2020.
  2. Xiongkuo Min, Guangtao Zhai, Jiantao Zhou, Xiao-Ping Zhang, Xiaokang Yang, and Xinping Guan, “A Multimodal Saliency Model for Videos With High Audio-Visual Correspondence,” IEEE Transactions on Image Processing (TIP), vol. 29, pp. 3805-3819, 2020.
  3. Xiongkuo Min, Jiantao Zhou, Guangtao Zhai, Patrick Le Callet, Xiaokang Yang, and Xinping Guan, “A Metric for Light Field Reconstruction, Compression, and Display Quality Evaluation,” IEEE Transactions on Image Processing (TIP), vol. 29, pp. 3790-3804, 2020.
  4. Yucheng Zhu, Guangtao Zhai, Xiongkuo Min, and Jiantao Zhou, “Learning a Deep Agent to Predict Head Movement in 360-Degree Images,” ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM), vol. 16, no. 4, pp. 130:1-130:23, 2020.
  5. Yucheng Zhu, Guangtao Zhai, Xiongkuo Min, and Jiantao Zhou, “The Prediction of Saliency Map for Head and Eye Movements in 360 Degree Images,” IEEE Transactions on Multimedia (TMM), vol. 22, no. 9, pp. 2331-2344, 2020.
  6. Zhaohui Che, Ali Borji, Guangtao Zhai, Xiongkuo Min, Guodong Guo, and Patrick Le Callet, “How is Gaze Influenced by Image Transformations? Dataset and Model,” IEEE Transactions on Image Processing (TIP), vol. 29, pp. 2287-2300, 2020.
  7. Wei Sun, Xiongkuo Min, Guangtao Zhai, Ke Gu, Huiyu Duan, and Siwei Ma, “MC360IQA: The Multi-Channel CNN for Blind 360-Degree Image Quality Assessment,” IEEE Journal of Selected Topics in Signal Processing (JSTSP), vol. 14, no. 1, pp. 64-77, 2020.
  8. Menghan Hu, Guangtao Zhai, Rong Xie, Xiongkuo Min, Qingli Li, and Xiaokang Yang, “A Wavelet-Predominant Algorithm Can Evaluate Quality of THz Security Image and Identify Its Usability,” IEEE Transactions on Broadcasting (TBC), vol. 66, no. 1, pp. 140-152, 2020.
  9. Guangtao Zhai, and Xiongkuo Min, “Perceptual Image Quality Assessment: A Survey,” SCIENCE CHINA Information Sciences, vol. 63, no. 11, pp. 211301, 2020. (Hot Paper Award, ESI Highly Cited Paper)
  10. Jun Jia, Guangtao Zhai, Ping Ren, Jiahe Zhang, Zhongpai Gao, Xiongkuo Min, and Xiaokang Yang, “Tiny-BDN: An Efficient and Compact Barcode Detection Network,” IEEE Journal of Selected Topics in Signal Processing (JSTSP), vol. 14, no. 4, pp. 688-699, 2020.
  11. Yuming Fang, Chi Zhang, Xiongkuo Min, Hanqin Huang, Yuegen Yi, Guangtao Zhai, and Chia-Wen Lin, “DevsNet: Deep Video Saliency Network using Short-term and Long-term Cues,” Pattern Recognition (PR), vol. 103, pp. 107294, 2020.

2019年期刊论文

  1. Xiongkuo Min, Guangtao Zhai, Ke Gu, Yucheng Zhu, Jiantao Zhou, Guodong Guo, Xiaokang Yang, Xinping Guan, and Wenjun Zhang, “Quality Evaluation of Image Dehazing Methods Using Synthetic Hazy Images,” IEEE Transactions on Multimedia (TMM), vol. 21, no. 9, pp. 2319-2333, 2019.
  2. Xiongkuo Min, Guangtao Zhai, Ke Gu, Xiaokang Yang, and Xinping Guan, “Objective Quality Evaluation of Dehazed Images,” IEEE Transactions on Intelligent Transportation Systems (TITS), vol. 20, no. 9, pp. 2879-2892, 2019.
  3. Wenhan Zhu, Guangtao Zhai, Xiongkuo Min, Menghan Hu, Jing Liu, Guodong Guo, and Xiaokang Yang, “Multi-Channel Decomposition in Tandem With Free-Energy Principle for Reduced-Reference Image Quality Assessment,” IEEE Transactions on Multimedia (TMM), vol. 21, no. 9, pp. 2334-2346, 2019.
  4. Jun Jia, Guangtao Zhai, Jiahe Zhang, Zhongpai Gao, Zehao Zhu, Xiongkuo Min, Xiaokang Yang, and Guodong Guo, “EMBDN: An Efficient Multiclass Barcode Detection Network for Complicated Environments,” IEEE Internet of Things Journal (IoT-J), vol. 6, no. 6, pp. 9919-9933, 2019.
  5. Huiyu Duan, Xiongkuo Min, Yi Fang, Lei Fan, Xiaokang Yang, and Guangtao Zhai, “Visual Attention Analysis and Prediction on Human Faces for Children with Autism Spectrum Disorder,” ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM), vol. 15, no. 3s, pp. 90:1-90:23, 2019.

2018年期刊论文

  1. Xiongkuo Min, Ke Gu, Guangtao Zhai, Jing Liu, Xiaokang Yang, and Chang Wen Chen, “Blind Quality Assessment Based on Pseudo Reference Image,” IEEE Transactions on Multimedia (TMM), vol. 20, no. 20, pp. 2049-2062, 2018. (Best Paper Runner-up Award, ESI Highly Cited Paper)
  2. Xiongkuo Min, Guangtao Zhai, Ke Gu, Yutao Liu, and Xiaokang Yang, “Blind Image Quality Estimation via Distortion Aggravation,” IEEE Transactions on Broadcasting (TBC), vol. 64, no. 2, pp. 508-517, 2018.
  3. Xiongkuo Min, Ke Gu, Guangtao Zhai, Menghan Hu, and Xiaokang Yang, “Saliency-Induced Reduced-Reference Quality Index for Natural Scene and Screen Content Images,” Signal Processing (SP), vol. 145, pp. 127-136, 2018.
  4. Ke Gu, Junfei Qiao, Xiongkuo Min, Guanghui Yue, Weisi Lin, and Daniel Thalmann, “Evaluating Quality of Screen Content Images Via Structural Variation Analysis,” IEEE Transactions on Visualization and Computer Graphics (TVCG), vol. 24, no. 10, pp. 2689-2701, 2018.
  5. Weilin Chen, Ke Gu, Xiongkuo Min, Fei Yuan, En Chen, and Wenjun Zhang, “Partial-Reference Sonar Image Quality Assessment for Underwater Transmission,” IEEE Transactions on Aerospace and Electronic Systems (TAES), vol. 54, no. 6, pp. 2776-2787, 2018.
  6. Yucheng Zhu, Guangtao Zhai, and Xiongkuo Min, “The Prediction of Head and Eye Movement for 360 Degree Images,” Signal Processing: Image Communication (SPIC), vol. 69, pp. 15-25, 2018. (Special Award of IEEE ICME 2017 Salient360! Grand Challenge)

2017年期刊论文

  1. Xiongkuo Min, Kede Ma, Ke Gu, Guangtao Zhai, Zhou Wang, and Weisi Lin, “Unified Blind Quality Assessment of Compressed Natural, Graphic, and Screen Content Images,” IEEE Transactions on Image Processing (TIP), vol. 26, no. 11, pp. 5462-5474, 2017. (ESI Hot Paper)
  2. Xiongkuo Min, Guangtao Zhai, Ke Gu, and Xiaokang Yang, “Fixation Prediction through Multimodal Analysis,” ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM), vol. 13, no. 1, pp. 6:1-6:23, 2017.
  3. Ke Gu, Leida Li, Hong Lu, Xiongkuo Min, and Weisi Lin, “A Fast Reliable Image Quality Predictor by Fusing Micro- and Macro-Structures,” IEEE Transactions on Industrial Electronics (TIE), vol. 64, no. 5, pp. 3903-3912, 2017. (ESI Highly Cited Paper)
  4. Xiongkuo Min, Guangtao Zhai, Ke Gu, Jing Liu, Shiqi Wang, Xinfeng Zhang, and Xiaokang Yang, “Visual Attention Analysis and Prediction on Human Faces,” Information Sciences (IS), vol. 420, pp. 417-430, 2017.

2023年会议论文

  1. Zicheng Zhang, Wei Sun, Xiongkuo Min, Quan Zhou, Jun He, Qiyuan Wang, and Guangtao Zhai, “MM-PCQA: Multi-Modal Learning for No-reference Point Cloud Quality Assessment,” International Joint Conference on Artificial Intelligence (IJCAI), 2023.
  2. Tengchuan Kou, Xiaohong Liu, Wei Sun, Jun Jia, Xiongkuo Min, Guangtao Zhai, and Ning Liu, “StableVQA: A Deep No-Reference Quality Assessment Model for Video Stability,” ACM International Conference on Multimedia (ACM MM), 2023.
  3. Zicheng Zhang, Wei Wu, Wei Sun, Danyang Tu, Wei Lu, Xiongkuo Min, Ying Chen, and Guangtao Zhai, “MD-VQA: Multi-Dimensional Quality Assessment for UGC Live Videos,” IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2023, 1746-1755.
  4. Yixuan Gao, Yuqin Cao, Tengchuan Kou, Wei Sun, Yunlong Dong, Xiaohong Liu, Xiongkuo Min, and Guangtao Zhai, “VDPVE: VQA Dataset for Perceptual Video Enhancement,” IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), 2023, pp. 1474-1483.
  5. Xiaohong Liu, Radu Timofte, Yunlong Dong, Zhiliang Ma, Haotian Fan, Chunzheng Zhu, Xiongkuo Min, Guangtao Zhai, Ziheng Jia, Mirko Agarla, Shiqi Zhou, Wei Sun, Yixuan Gao, Yulun Zhang, Yuqin Cao, Hongye Liu, Wenqi Wang, Kai Zhang, Tengchuan Kou, Hang Shi, Ironhead Chuang, Haoning Wu, Tengfei Shi, Yilin Li, Yu Lai, Kai Zhao, Heng Cong, Zhiwei Huang, Shiling Zhao, Hanene Brachemi Meftah, and Azadeh Mansouri, “NTIRE 2023 Quality Assessment of Video Enhancement Challenge,” IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), 2023, pp. 1551-1569.
  6. Yinan Sun, Xiongkuo Min, Huiyu Duan, and Guangtao Zhai, “The Influence of Text-guidance on Visual Attention,” IEEE International Symposium on Circuits and Systems (ISCAS), 2023, pp.1-5. (IEEE MSA-TC Best Paper Award - Honorable Mention)
  7. Jiarui Wang, Huiyu Duan, Jing Liu, Shi Chen, Xiongkuo Min, and Guangtao Zhai, “AIGCIQA2023: A Large-scale Image Quality Assessment Database for AI Generated Images: From the Perspectives of Quality, Authenticity and Correspondence,” CAAI International Conference on Artificial Intelligence (CICAI), 2023.

2022年会议论文

  1. Weixia Zhang, Dingquan Li, Xiongkuo Min, Guangtao Zhai, Guodong Guo, Xiaokang Yang, and Kede Ma, “Perceptual Attacks of No-Reference Image Quality Models with Human-in-the-Loop,” Advances in Neural Information Processing Systems (NeurIPS), 2022, vol. 35, pp. 2916-2929.
  2. Danyang Tu, Wei Sun, Xiongkuo Min, Guangtao Zhai, and Wei Shen, “Video-based Human-Object Interaction Detection from Tubelet Tokens,” Advances in Neural Information Processing Systems (NeurIPS), 2022, vol. 35, pp. 23345-23357.
  3. Danyan Tu, Xiongkuo Min, Huiyu Duan, Guodong Guo, Guangtao Zhai, and Wei Shen, “End-to-End Human-Gaze-Target Detection with Transformers,” IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022, pp. 2192-2200.
  4. Jun Jia, Zhongpai Gao, Dandan Zhu, Xiongkuo Min, Guodong Guo, and Guangtao Zhai, “Learning Invisible Markers for Hidden Codes in Offline-to-online Photography,” IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022, pp. 2273-2282.
  5. Danyang Tu, Xiongkuo Min, Huiyu Duan, Guodong Guo, Guangtao Zhai, and Wei Shen, “Iwin: Human-Object Interaction Detection via Transformer with Irregular Windows,” European Conference on Computer Vision (ECCV), 2022, pp. 87-103.
  6. Yixuan Gao, Xiongkuo Min, Yucheng Zhu, Jing Li, Xiao-Ping Zhang, and Guangtao Zhai, “Image Quality Assessment: From Mean Opinion Score to Opinion Score Distribution,” ACM International Conference on Multimedia (ACM MM), 2022, pp. 997–1005.
  7. Wei Sun, Xiongkuo Min, Wei Lu, and Guangtao Zhai, “A Deep Learning based No-reference Quality Assessment Model for UGC Videos,” ACM International Conference on Multimedia (ACM MM), 2022, pp. 856-865.
  8. Huiyu Duan, Wei Shen, Xiongkuo Min, Danyang Tu, Jing Li, and Guangtao Zhai, “Saliency in Augmented Reality,” ACM International Conference on Multimedia (ACM MM), 2022, pp. 6549-6558.
  9. Ziheng Wang, Xiongkuo Min, Fangyu Shi, Ruinian Jin, Saida S Nawrin, Ichen Yu, and Ryoichi Nagatomi, “SMESwin Unet: Merging CNN and Transformer for Medical Image Segmentation,” International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2022, pp. 517–526.
  10. Huiyu Duan, Lantu Guo, Wei Sun, Xiongkuo Min, Li Chen, and Guangtao Zhai, “Augmented Reality Image Quality Assessment Based on Visual Confusion Theory,” IEEE International Symposium on Broadband Multimedia Systems and Broadcasting (BMSB), 2022, pp. 1-6. (Best Paper Award)
  11. Zicheng Zhang, Wei Lu, Wei Sun, Xiongkuo Min, Tao Wang, and Guangtao Zhai, “Surveillance Video Quality Assessment Based on Quality Related Retraining,” IEEE International Conference on Image Processing (ICIP), 2022, pp. 4278-4282. (The First Prize of the IEEE ICIP Grand Challenge: Video Distortion Detection and Classification in the Context of Video Surveillance)

2021年会议论文

  1. Yuan Tian, Guo Lu, Xiongkuo Min, Zhaohui Che, Guangtao Zhai, Guodong Guo, and Zhiyong Gao, “Self-Conditioned Probabilistic Learning of Video Rescaling,” IEEE/CVF International Conference on Computer Vision (ICCV), 2021, pp. 4490-4499.
  2. Wei Sun, Tao Wang, Xiongkuo Min, Fuwang Yi, and Guangtao Zhai, “Deep Learning Based Full-Reference and No-Reference Quality Assessment Models for Compressed UGC Videos,” IEEE International Conference on Multimedia and Expo Workshops (ICMEW), 2021, pp. 1-6. (First Place Award of IEEE ICME 2021 Grand Challenge on Quality Assessment of Compressed UGC Videos)
  3. Zicheng Zhang, Wei Sun, Xiongkuo Min, Wenhan Zhu, Tao Wang, Wei Lu, and Guangtao Zhai, “A No-Reference Evaluation Metric for Low-Light Image Enhancement,” IEEE International Conference on Multimedia and Expo (ICME), 2021, pp. 1-6.

2020年及以前会议论文

  1. Wang Shen, Wenbo Bao, Guangtao Zhai, Li Chen, Xiongkuo Min, and Zhiyong Gao, “Blurry Video Frame Interpolation,” IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2020, pp. 5114-5123.
  2. Jiahe Zhang, Jun Jia, Zehao Zhu, Xiongkuo Min, Guangtao Zhai, and Xiao-Ping Zhang, “Fine Detection and Classification of Multi-class Barcode in Complex Environments,” IEEE International Workshop on Mobile Multimedia Computing (in conjunction with IEEE ICME), 2019, pp. 1-6. (Best Paper Award)
  3. Huiyu Duan, Guangtao Zhai, Xiongkuo Min, Zhaohui Che, Yi Fang, Xiaokang Yang, Jesus Gutierrez, and Patrick Le Callet, “A Dataset of Eye Movements for the Children with Autism Spectrum Disorder,” ACM Multimedia Systems Conference (ACM MMSys), 2019, pp. 255–260.
  4. Huiyu Duan, Guangtao Zhai, Xiongkuo Min, Yucheng Zhu, Yi Fang, Xiaokang Yang, “Perceptual Quality Assessment of Omnidirectional Images,” IEEE International Symposium on Circuits and Systems (ISCAS), 2018, pp. 1-5.
  5. Xiongkuo Min, Guangtao Zhai, Ke Gu, Yuming Fang, Xiaokang Yang, Xiaolin Wu, Jiantao Zhou, and Xianming Liu, “Blind Quality Assessment of Compressed Images via Pseudo Structural Similarity,” IEEE International Conference on Multimedia and Expo (ICME), 2016, pp. 1-6. (Best Student Paper Award)


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