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Xiongkuo Min – Publication
Journal Papers
2024
Perceptual Video Quality Assessment: A Survey
Xiongkuo Min, Huiyu Duan, Wei Sun, Yucheng Zhu, and Guangtao Zhai
SCIENCE CHINA Information Sciences, vol. 67, no. 11, pp. 211301:1–211301:57, 2024.
Study of Subjective and Objective Naturalness Assessment of AI-Generated Images
Zijian Chen, Wei Sun, Haoning Wu, Zicheng Zhang, Jun Jia, Ru Huang, Xiongkuo Min, Guangtao Zhai, and Wenjun Zhang
IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2024.
[Database & Code]
AGIQA-3K: An Open Database for AI-Generated Image Quality Assessment
Chunyi Li, Zicheng Zhang, Haoning Wu, Wei Sun, Xiongkuo Min, Xiaohong Liu, Guangtao Zhai, and Weisi Lin
IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), vol. 34, no. 8, pp. 6833-6846, 2024.
[Database]
Explain Vision Focus: Blending Human Saliency Into Synthetic Face Images
Kaiwei Zhang, Dandan Zhu, Xiongkuo Min, Huiyu Duan, and Guangtao Zhai
IEEE Transactions on Multimedia (TMM), 2024.
Unified Audio-visual Saliency Model for Omnidirectional Videos with Spatial Audio
Dandan Zhu, Kaiwei Zhang, Nana Zhang, Qiangqiang Zhou, Xiongkuo Min, Guangtao Zhai, and Xiaokang Yang
IEEE Transactions on Multimedia (TMM), vol. 26, pp. 764-775, 2024.
No-Reference Image Quality Assessment: Obtain MOS from Image Quality Score Distribution
Yixuan Gao, Xiongkuo Min, Yuqin Cao, Xiaohong Liu, and Guangtao Zhai
IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2024.
Blind Image Quality Assessment: A Fuzzy Neural Network for Opinion Score Distribution Prediction
Yixuan Gao, Xiongkuo Min, Yucheng Zhu, Xiao-Ping Zhang, and Guangtao Zhai
IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), vol. 34, no. 3, pp. 1641-1655, 2024.
[Code]
Synergetic Assessment of Quality and Aesthetic: Approach and Comprehensive Benchmark Dataset
Kaiwei Zhang, Dandan Zhu, Xiongkuo Min, Zhongpai Gao, and Guangtao Zhai
IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), vol. 34, no. 4, pp. 2536-2549, 2024.
Un-Gaze: A Unified Transformer for Joint Gaze-Location and Gaze-Object Detection
Danyang Tu, Wei Shen, Wei Sun, Xiongkuo Min, Guangtao Zhai, and Chang Wen Chen
IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), vol. 34, no. 5, pp. 3271-3285, 2024.
Time-Smooth Wireless Transmission of Probabilistic Slicing VR 360 Video in MISO-OFDM Systems
Long Teng, Guangtao Zhai, Yongpeng Wu, Xiongkuo Min, Biqian Feng, Yucheng Zhu, and Wenjun Zhang
IEEE Transactions on Communications (TCOM), 2024.
Hidden Barcode in Sub-Images with Invisible Locating Marker
Jun Jia, Zhongpai Gao, Yiwei Yang, Wei Sun, Dandan Zhu, Xiaohong Liu, Xiongkuo Min, and Guangtao Zhai
ACM Transactions on Multimedia Computing, Communications and Applications (TOMM), vol. 20, no. 10, pp. 302:1-302:24, 2024.
Pixel-Learnable 3DLUT With Saturation-Aware Compensation for Image Enhancement
Jing Liu, Qingying Li, Xiongkuo Min, Yuting Su, Guangtao Zhai, and Xiaokang Yang
IEEE Transactions on Multimedia (TMM), vol. 26, pp. 11219-11231, 2024.
Continuous and Overall Quality of Experience Evaluation for Streaming Video Based on Rich Features Exploration and Dual-Stage Attention
Ziheng Jia, Xiongkuo Min, Wei Sun, and Guangtao Zhai
IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), vol. 34, no. 11, pp. 11709-11723, 2024.
Quality-guided Skin Tone Enhancement for Portrait Photography
Shiqi Gao, Huiyu Duan, Xinyue Li, Kang Fu, Yicong Peng, Qihang Xu, Yuanyuan Chang, Jia Wang, Xiongkuo Min, and Guangtao Zhai
IEEE Transactions on Multimedia (TMM), 2024.
Analysis of Video Quality Datasets via Design of Minimalistic Video Quality Models
Wei Sun, Wen Wen, Xiongkuo Min, Long Lan, Guangtao Zhai, and Kede Ma
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), vol. 46, no. 11, pp. 7056-7071, 2024.
[Code]
How is Visual Attention Influenced by Text Guidance? Database and Model
Yinan Sun, Xiongkuo Min, Huiyu Duan, and Guangtao Zhai
IEEE Transactions on Image Processing (TIP), vol. 33, pp. 5392-5407, 2024.
[Database & Code]
GMS-3DQA: Projection-Based Grid Mini-patch Sampling for 3D Model Quality Assessment
Zicheng Zhang, Wei Sun, Haoning Wu, Yingjie Zhou, Chunyi Li, Zijian Chen, Xiongkuo Min, Guangtao Zhai, and Weisi Lin
ACM Transactions on Multimedia Computing, Communications and Applications (TOMM), vol. 20, no. 6, pp. 178:1-178:19, 2024.
[Code]
BAND-2k: Banding Artifact Noticeable Database for Banding Detection and Quality Assessment
Zijian Chen, Wei Sun, Jun Jia, Fangfang Lu, Zicheng Zhang, Jing Liu, Ru Huang, Xiongkuo Min, and Guangtao Zhai
IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), vol. 34, no. 7, pp. 6347-6362, 2024.
[Database & Code]
MTCAM: A Novel Weakly-Supervised Audio-Visual Saliency Prediction Model With Multi-Modal Transformer
Dandan Zhu, Kun Zhu, Weiping Ding, Nana Zhang, Xiongkuo Min, Guangtao Zhai, and Xiaokang Yang
IEEE Transactions on Emerging Topics in Computational Intelligence (TETCI), vol. 8, no. 2, pp. 1756-1771, 2024.
Quality-of-Experience Evaluation for Digital Twins in 6G Network Environments
Zicheng Zhang, Yingjie Zhou, Long Teng, Wei Sun, Chunyi Li, Xiongkuo Min, Xiao-Ping Zhang, and Guangtao Zhai
IEEE Transactions on Broadcasting (TBC), vol. 70, no. 3, pp. 995-1007, 2024.
2023
Attention-Guided Neural Networks for Full-Reference and No-Reference Audio-Visual Quality Assessment
Yuqin Cao, Xiongkuo Min, Wei Sun, and Guangtao Zhai
IEEE Transactions on Image Processing (TIP), vol. 32, pp. 1882-1896, 2023.
[Code]
Subjective and Objective Audio-Visual Quality Assessment for User Generated Content
Yuqin Cao, Xiongkuo Min, Wei Sun, and Guangtao Zhai
IEEE Transactions on Image Processing (TIP), vol. 32, pp. 3847-3861, 2023.
[Database & Code]
Blind Image Quality Assessment for Pathological Microscopic Image under Screen and Immersion Scenarios
Yifei Guo, Menghan Hu, Xiongkuo Min, Yan Wang, Min Dai, Guangtao Zhai, Xiao-Ping Zhang, and Xiaokang Yang
IEEE Transactions on Medical Imaging (TMI), vol. 42, no. 11, pp.3295-3306, 2023.
[Database & Code]
Blind Quality Assessment for in-the-Wild Images via Hierarchical Feature Fusion and Iterative Mixed Database Training
Wei Sun, Xiongkuo Min, Danyang Tu, Siwei Ma, and Guangtao Zhai
IEEE Journal of Selected Topics in Signal Processing (JSTSP), vol. 17, no. 6, pp. 1178-1192, 2023.
[Code]
Attentive Deep Image Quality Assessment for Omnidirectional Stitching
Huiyu Duan, Xiongkuo Min, Wei Sun, Yucheng Zhu, Xiao-Ping Zhang, and Guangtao Zhai
IEEE Journal of Selected Topics in Signal Processing (JSTSP), vol. 17, no. 6, pp. 1150-1164, 2023.
[Database(TeraBox)]
[Database(BaiduCloud)]
Develop then Rival: A Human Vision-Inspired Framework for Superimposed Image Decomposition
Huiyu Duan, Wei Shen, Xiongkuo Min, Yuan Tian, Jae-Hyun Jung, Xiaokang Yang, and Guangtao Zhai
IEEE Transactions on Multimedia (TMM), vol. 25, pp. 4267-4281, 2023.
A Novel Lightweight Audio-visual Saliency Model for Videos
Dandan Zhu, Xuan Shao, Qiangqiang Zhou, Xiongkuo Min, Guangtao Zhai, and Xiaokang Yang
ACM Transactions on Multimedia Computing, Communications and Applications (TOMM), vol. 19, no. 4, pp. 147:1-147:22, 2023.
Toward Visual Behavior and Attention Understanding for Augmented 360 Degree Videos
Yucheng Zhu, Xiongkuo Min, Dandan Zhu, Guangtao Zhai, Xiaokang Yang, Wenjun Zhang, Ke Gu, and Jiantao Zhou
ACM Transactions on Multimedia Computing, Communications and Applications (TOMM), vol. 19, no. 2s, pp. 99:1-99:24, 2023.
Subjective and Objective Quality Assessment for in-the-Wild Computer Graphics Images
Zicheng Zhang, Wei Sun, Yingjie Zhou, Jun Jia, Zhichao Zhang, Jing Liu, Xiongkuo Min, and Guangtao Zhai
ACM Transactions on Multimedia Computing, Communications and Applications (TOMM), vol. 20, no. 4, pp. 96:1-96:22, 2023.
[Database]
Image Quality Score Distribution Prediction via Alpha Stable Model
Yixuan Gao, Xiongkuo Min, Wenhan Zhu, Xiao-Ping Zhang, and Guangtao Zhai
IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), vol. 33, no. 6, pp. 2656-2671, 2023.
[Database & Code]
Deep Neural Network for Blind Visual Quality Assessment of 4K Content
Wei Lu, Wei Sun, Xiongkuo Min, Wenhan Zhu, Quan Zhou, Jun He, Qiyuan Wang, Zicheng Zhang, Tao Wang, and Guangtao Zhai
IEEE Transactions on Broadcasting (TBC), vol. 69, no. 2, pp. 406-421, 2023.
Toward a No-Reference Quality Metric for Camera-Captured Images
Runze Hu, Yutao Liu, Ke Gu, Xiongkuo Min, and Guangtao Zhai
IEEE Transactions on Cybernetics (TCYB), vol. 53, no. 6, pp. 3651-3664, 2023.
Blind Image Quality Assessment Via Cross-View Consistency
Yucheng Zhu, Yunhao Li, Wei Sun, Xiongkuo Min, Guangtao Zhai, and Xiaokang Yang
IEEE Transactions on Multimedia (TMM), vol. 25, pp. 7364-7377, 2023.
RIVIE: Robust Inherent Video Information Embedding
Jun Jia, Zhongpai Gao, Dandan Zhu, Xiongkuo Min, Menghan Hu, and Guangtao Zhai
IEEE Transactions on Multimedia (TMM), vol. 25, pp. 7607-7620, 2023.
Evaluating Point Cloud from Moving Camera Videos: A No-Reference Metric
Zicheng Zhang, Wei Sun, Yucheng Zhu, Xiongkuo Min, Wei Wu, Ying Chen, and Guangtao Zhai
IEEE Transactions on Multimedia (TMM), 2023.
[Code]
A Deep Learning Based Multi-Dimensional Aesthetic Quality Assessment Method for Mobile Game Images
Tao Wang, Wei Sun, Wei Wu, Ying Chen, Xiongkuo Min, Wei Lu, Zicheng Zhang, and Guangtao Zhai
IEEE Transactions on Games (ToG), vol. 15, no. 4, pp. 658-668, 2023.
Implicit Neural Representation Learning for Hyperspectral Image Super-Resolution
Kaiwei Zhang, Dandan Zhu, Xiongkuo Min, and Guangtao Zhai
IEEE Transactions on Geoscience and Remote Sensing (TGRS), vol. 61, p. 5500212, 2023.
2022
Screen Content Quality Assessment: Overview, Benchmark, and Beyond
Xiongkuo Min, Ke Gu, Guangtao Zhai, Xiaokang Yang, Wenjun Zhang, Patrick Le Callet, and Chang Wen Chen
ACM Computing Surveys (CSUR), vol. 54, no. 9, pp. 1-36, 2022.
ESI Highly Cited Paper
Confusing Image Quality Assessment: Toward Better Augmented Reality Experience
Huiyu Duan, Xiongkuo Min, Yucheng Zhu, Guangtao Zhai, Xiaokang Yang, and Patrick Le Callet
IEEE Transactions on Image Processing (TIP), vol. 31, pp. 7206-7221, 2022.
[Code & Database]
No-Reference Quality Assessment for 3D Colored Point Cloud and Mesh Models
Zicheng Zhang, Wei Sun, Xiongkuo Min, Tao Wang, Wei Lu, and Guangtao Zhai
IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), vol. 32, no. 11, pp. 7618-7631, 2022.
[Code]
Viewing Behavior Supported Visual Saliency Predictor for 360 Degree Videos
Yucheng Zhu, Guangtao Zhai, Yiwei Yang, Huiyu Duan, Xiongkuo Min, and Xiaokang Yang
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
QoE Driven VR 360° Video Massive MIMO Transmission
Long Teng, Guangtao Zhai, Yongpeng Wu, Xiongkuo Min, Wenjun Zhang, Zhi Ding, and Chengshan Xiao
IEEE Transactions on Wireless Communications (TWC), vol. 21, no. 1, pp. 18-33, 2022.
RIHOOP: Robust Invisible Hyperlinks in Offline and Online Photographs
Jun Jia, Zhongpai Gao, Kang Chen, Menghan Hu, Xiongkuo Min, Guangtao Zhai, and Xiaokang Yang
IEEE Transactions on Cybernetics (TCYB), vol. 52, no. 7, pp. 7094-7106, 2022.
SMGEA: A New Ensemble Adversarial Attack Powered by Long-Term Gradient Memories
Zhaohui Che, Ali Borji, Guangtao Zhai, Suiyi Ling, Jing Li, Xiongkuo Min, Guodong Guo, and Patrick Le Callet
IEEE Transactions on Neural Networks and Learning Systems (TNNLS), vol. 33, no. 3, pp. 1051-1065, 2022.
[Code]
Dynamic Backlight Scaling Considering Ambient Luminance for Mobile Videos on LCD Displays
Wei Sun, Xiongkuo Min, Guangtao Zhai, Ke Gu, Siwei Ma, and Xiaokang Yang
IEEE Transactions on Mobile Computing (TMC), vol. 21, no. 1, pp. 110-124, 2022.
[Database]
HazDesNet: An End-to-End Network for Haze Density Prediction
Jiahe Zhang, Xiongkuo Min, Yucheng Zhu, Guangtao Zhai, Jiantao Zhou, Xiaokang Yang, and Wenjun Zhang
IEEE Transactions on Intelligent Transportation Systems (TITS), vol. 23, no. 4, pp. 3087-3102, 2022.
[Code & Database]
2021
Perceptual Quality Assessment of Low-light Image Enhancement
Guangtao Zhai, Wei Sun, Xiongkuo Min, and Jiantao Zhou
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM), vol. 17, no. 4, pp. 130:1-130:24, 2021.
[Code: LIEQA]
[Database: LIEQ]
Enhancing Decoding Rate of Barcode Decoders in Complex Scenes for IoT Systems
Adnan Sharif, Guangtao Zhai, Xiongkuo Min, Jun Jia, and Kashif Munir
IEEE Internet of Things Journal (IoT-J), vol. 8, no. 24, pp. 17495-17507, 2021.
Comparative Perceptual Assessment of Visual Signals Using Free Energy Features
Guangtao Zhai, Yucheng Zhu, and Xiongkuo Min
IEEE Transactions on Multimedia (TMM), vol. 23, pp. 3700-3713, 2021.
Quality Assessment of Free-Viewpoint Videos by Quantifying the Elastic Changes of Multi-Scale Motion Trajectories
Suiyi Ling, Jing Li, Zhaohui Che, Xiongkuo Min, Guangtao Zhai, and Patrick Le Callet
IEEE Transactions on Image Processing (TIP), vol. 30, pp. 517-531, 2021.
Video Frame Interpolation and Enhancement via Pyramid Recurrent Framework
Wang Shen, Wenbo Bao, Guangtao Zhai, Li Chen, Xiongkuo Min, and Zhiyong Gao
IEEE Transactions on Image Processing (TIP), vol. 30, pp. 277-292, 2021.
[Project & Code]
Subjective and Objective Quality Assessment of Compressed Screen Content Videos
Teng Li, Xiongkuo Min, Heng Zhao, Guangtao Zhai, Yiling Xu, and Wenjun Zhang
IEEE Transactions on Broadcasting (TBC), vol. 67, no. 2, pp. 438-449, 2021.
[Database]
An Accurate and Efficient 1-D Barcode Detector for Medium of Deployment in IoT Systems
Adnan Sharif, Guangtao Zhai, Jun Jia, Xiongkuo Min, Xiangyang Zhu, and Jiahe Zhang
IEEE Internet of Things Journal (IoT-J), vol. 8, no. 2, pp. 889-900, 2021.
2020
Study of Subjective and Objective Quality Assessment of Audio-Visual Signals
Xiongkuo Min, Guangtao Zhai, Jiantao Zhou, Mylene C.Q. Farias, and Alan Conrad Bovik
IEEE Transactions on Image Processing (TIP), vol. 29, pp. 6054–6068, 2020.
[Code]
[LIVE-SJTU A/V-QA Database]
A Multimodal Saliency Model for Videos With High Audio-Visual Correspondence
Xiongkuo Min, Guangtao Zhai, Jiantao Zhou, Xiao-Ping Zhang, Xiaokang Yang, and Xinping Guan
IEEE Transactions on Image Processing (TIP), vol. 29, pp. 3805-3819, 2020.
[Code]
[AVA Database]
A Metric for Light Field Reconstruction, Compression, and Display Quality Evaluation
Xiongkuo Min, Jiantao Zhou, Guangtao Zhai, Patrick Le Callet, Xiaokang Yang, and Xinping Guan
IEEE Transactions on Image Processing (TIP), vol. 29, pp. 3790-3804, 2020.
[Code]
Learning a Deep Agent to Predict Head Movement in 360-Degree Images
Yucheng Zhu, Guangtao Zhai, Xiongkuo Min, and Jiantao Zhou
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM), vol. 16, no. 4, pp. 130:1-130:23, 2020.
The Prediction of Saliency Map for Head and Eye Movements in 360 Degree Images
Yucheng Zhu, Guangtao Zhai, Xiongkuo Min, and Jiantao Zhou,
IEEE Transactions on Multimedia (TMM), vol. 22, no. 9, pp. 2331-2344, 2020.
How is Gaze Influenced by Image Transformations? Dataset and Model
Zhaohui Che, Ali Borji, Guangtao Zhai, Xiongkuo Min, Guodong Guo, and Patrick Le Callet
IEEE Transactions on Image Processing (TIP), vol. 29, pp. 2287-2300, 2020.
[Code]
[Database]
MC360IQA: The Multi-Channel CNN for Blind 360-Degree Image Quality Assessment
Wei Sun, Xiongkuo Min, Guangtao Zhai, Ke Gu, Huiyu Duan, and Siwei Ma
IEEE Journal of Selected Topics in Signal Processing (JSTSP), vol. 14, no. 1, pp. 64-77, 2020.
[Code]
[Database]
A Wavelet-Predominant Algorithm Can Evaluate Quality of THz Security Image and Identify Its Usability
Menghan Hu, Guangtao Zhai, Rong Xie, Xiongkuo Min, Qingli Li, and Xiaokang Yang
IEEE Transactions on Broadcasting (TBC), vol. 66, no. 1, pp. 140-152, 2020.
[Database]
Perceptual Image Quality Assessment: A Survey
Guangtao Zhai, and Xiongkuo Min
SCIENCE CHINA Information Sciences, vol. 63, no. 11, pp. 211301, 2020.
Hot Paper Award, ESI Highly Cited Paper
Tiny-BDN: An Efficient and Compact Barcode Detection Network
Jun Jia, Guangtao Zhai, Ping Ren, Jiahe Zhang, Zhongpai Gao, Xiongkuo Min, and Xiaokang Yang
IEEE Journal of Selected Topics in Signal Processing (JSTSP), vol. 14, no. 4, pp. 688-699, 2020.
DevsNet: Deep Video Saliency Network using Short-term and Long-term Cues
Yuming Fang, Chi Zhang, Xiongkuo Min, Hanqin Huang, Yuegen Yi, Guangtao Zhai, and Chia-Wen Lin
Pattern Recognition (PR), vol. 103, pp. 107294, 2020.
2019
Quality Evaluation of Image Dehazing Methods Using Synthetic Hazy Images
Xiongkuo Min, Guangtao Zhai, Ke Gu, Yucheng Zhu, Jiantao Zhou, Guodong Guo, Xiaokang Yang, Xinping Guan, and Wenjun Zhang
IEEE Transactions on Multimedia (TMM), vol. 21, no. 9, pp. 2319-2333, 2019.
[Code: DEHAZEfr]
[Database: SHRQ]
Objective Quality Evaluation of Dehazed Images
Xiongkuo Min, Guangtao Zhai, Ke Gu, Xiaokang Yang, and Xinping Guan
IEEE Transactions on Intelligent Transportation Systems (TITS), vol. 20, no. 9, pp. 2879-2892, 2019.
[Code: DHQI]
[Database: DHQ]
[Database: rDHAZY]
[Database: rFRIDA]
Multi-Channel Decomposition in Tandem With Free-Energy Principle for Reduced-Reference Image Quality Assessment
Wenhan Zhu, Guangtao Zhai, Xiongkuo Min, Menghan Hu, Jing Liu, Guodong Guo, and Xiaokang Yang
IEEE Transactions on Multimedia (TMM), vol. 21, no. 9, pp. 2334-2346, 2019.
EMBDN: An Efficient Multiclass Barcode Detection Network for Complicated Environments
Jun Jia, Guangtao Zhai, Jiahe Zhang, Zhongpai Gao, Zehao Zhu, Xiongkuo Min, Xiaokang Yang, and Guodong Guo
IEEE Internet of Things Journal (IoT-J), vol. 6, no. 6, pp. 9919-9933, 2019.
Visual Attention Analysis and Prediction on Human Faces for Children with Autism Spectrum Disorder
Huiyu Duan, Xiongkuo Min, Yi Fang, Lei Fan, Xiaokang Yang, and Guangtao Zhai
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM), vol. 15, no. 3s, pp. 90:1-90:23, 2019.
2018
Blind Quality Assessment Based on Pseudo Reference Image
Xiongkuo Min, Ke Gu, Guangtao Zhai, Jing Liu, Xiaokang Yang, and Chang Wen Chen
IEEE Transactions on Multimedia (TMM), vol. 20, no. 20, pp. 2049-2062, 2018.
[Code: BPRI]
Best Paper Runner-up Award, ESI Highly Cited Paper
Blind Image Quality Estimation via Distortion Aggravation
Xiongkuo Min, Guangtao Zhai, Ke Gu, Yutao Liu, and Xiaokang Yang
IEEE Transactions on Broadcasting (TBC), vol. 64, no. 2, pp. 508-517, 2018.
[Code: BMPRI]
Saliency-Induced Reduced-Reference Quality Index for Natural Scene and Screen Content Images
Xiongkuo Min, Ke Gu, Guangtao Zhai, Menghan Hu, and Xiaokang Yang
Signal Processing (SP), vol. 145, pp. 127-136, 2018.
[Code]
Evaluating Quality of Screen Content Images Via Structural Variation Analysis
Ke Gu, Junfei Qiao, Xiongkuo Min, Guanghui Yue, Weisi Lin, and Daniel Thalmann
IEEE Transactions on Visualization and Computer Graphics (TVCG), vol. 24, no. 10, pp. 2689-2701, 2018.
[Code]
Partial-Reference Sonar Image Quality Assessment for Underwater Transmission
Weilin Chen, Ke Gu, Xiongkuo Min, Fei Yuan, En Chen, and Wenjun Zhang
IEEE Transactions on Aerospace and Electronic Systems (TAES), vol. 54, no. 6, pp. 2776-2787, 2018.
The Prediction of Head and Eye Movement for 360 Degree Images
Yucheng Zhu, Guangtao Zhai, and Xiongkuo Min
Signal Processing: Image Communication (SPIC), vol. 69, pp. 15-25, 2018.
Special Award of IEEE ICME 2017 Salient360! Grand Challenge
2017
Unified Blind Quality Assessment of Compressed Natural, Graphic, and Screen Content Images
Xiongkuo Min, Kede Ma, Ke Gu, Guangtao Zhai, Zhou Wang, and Weisi Lin
IEEE Transactions on Image Processing (TIP), vol. 26, no. 11, pp. 5462-5474, 2017.
[Project]
[Code: UCA]
[Database: CCT]
ESI Hot Paper, ESI Highly Cited Pape
Fixation Prediction through Multimodal Analysis
Xiongkuo Min, Guangtao Zhai, Ke Gu, and Xiaokang Yang
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM), vol. 13, no. 1, pp. 6:1-6:23, 2017.
[Code]
[Database]
A Fast Reliable Image Quality Predictor by Fusing Micro- and Macro-Structures
Ke Gu, Leida Li, Hong Lu, Xiongkuo Min, and Weisi Lin
IEEE Transactions on Industrial Electronics (TIE), vol. 64, no. 5, pp. 3903-3912, 2017.
[Code]
ESI Highly Cited Pape
Visual Attention Analysis and Prediction on Human Faces
Xiongkuo Min, Guangtao Zhai, Ke Gu, Jing Liu, Shiqi Wang, Xinfeng Zhang, and Xiaokang Yang
Information Sciences (IS), vol. 420, pp. 417-430, 2017.
Conference Papers
2025
Textured Mesh Saliency: Bridging Geometry and Texture for Human Perception in 3D Graphics
Kaiwei Zhang, Dandan Zhu, Xiongkuo Min, and Guangtao Zhai
AAAI Conference on Artificial Intelligence (AAAI), 2025.
2024
Subjective and Objective Quality-of-Experience Assessment for 3D Talking Heads
Yingjie Zhou, Zicheng Zhang, Wei Sun, Xiaohong Liu, Xiongkuo Min, and Guangtao Zhai
ACM International Conference on Multimedia (ACM MM), pp. 6033-6042, 2024.
[Database & Code]
LMM-PCQA: Assisting Point Cloud Quality Assessment with LMM
Zicheng Zhang, Haoning Wu, Yingjie Zhou, Chunyi Li, Wei Sun, Chaofeng Chen, Xiongkuo Min, Xiaohong Liu, Weisi Lin, and Guangtao Zhai
ACM International Conference on Multimedia (ACM MM), pp. 7783-7792, 2024.
[Code]
Best Paper Nomination
Large Multi-modality Model Assisted AI-Generated Image Quality Assessment
Puyi Wang, Wei Sun, Zicheng Zhang, Jun Jia, Yanwei Jiang, Zhichao Zhang, Xiongkuo Min, and Guangtao Zhai
ACM International Conference on Multimedia (ACM MM), pp. 7803-7812, 2024.
[Code]
Subjective-Aligned Dataset and Metric for Text-to-Video Quality Assessment
Tengchuan Kou, Xiaohong Liu, Zicheng Zhang, Chunyi Li, Haoning Wu, Xiongkuo Min, Guangtao Zhai, and Ning Liu
ACM International Conference on Multimedia (ACM MM), pp. 7793-7802, 2024.
[Database & Code]
GAIA: Rethinking Action Quality Assessment for AI-Generated Videos
Zijian Chen, Wei Sun, Yuan Tian, Jun Jia, Zicheng Zhang, Jiarui Wang, Ru Huang, Xiongkuo Min, Guangtao Zhai, and Wenjun Zhang
The Thirty-Eighth Annual Conference on Neural Information Processing Systems (NeurIPS), 2024.
[Database]
UniProcessor: A Text-Induced Unified Low-Level Image Processor
Huiyu Duan, Xiongkuo Min, Sijing Wu, Wei Shen, and Guangtao Zhai
European Conference on Computer Vision (ECCV), pp. 180-199, 2024.
GLARE: Low Light Image Enhancement via Generative Latent Feature Based Codebook Retrieval
Han Zhou, Wei Dong, Xiaohong Liu, Shuaicheng Liu, Xiongkuo Min, Guangtao Zhai, and Jun Chen
European Conference on Computer Vision (ECCV), pp. 36-54, 2024.
[Code]
Q-Align: Teaching LMMs for Visual Scoring via Discrete Text-Defined Levels
Haoning Wu, Zicheng Zhang, Weixia Zhang, Chaofeng Chen, Liang Liao, Chunyi Li, Yixuan Gao, Annan Wang, Erli Zhang, Wenxiu Sun, Qiong Yan, Xiongkuo Min, Guangtao Zhai, and Weisi Lin
International Conference on Machine Learning (ICML), 2024.
[Project]
NTIRE 2024 Quality Assessment of AI-Generated Content Challenge
Xiaohong Liu, Xiongkuo Min, Guangtao Zhai, Chunyi Li, Tengchuan Kou, Wei Sun, Haoning Wu, Yixuan Gao, Yuqin Cao, Zicheng Zhang, Xiele Wu, Radu Timofte, et al.
IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), 2024, pp. 6337-6362.
[Challenge - Track 1]
[Challenge - Track 2]
Enhancing Blind Video Quality Assessment with Rich Quality-aware Features
Wei Sun, Haoning Wu, Zicheng Zhang, Jun Jia, Zhichao Zhang, Linhan Cao, Qiubo Chen, Xiongkuo Min, Weisi Lin, and Guangtao Zhai
arXiv preprint arXiv:2405.08745, 2024.
[Code]
Winner Award of the IEEE/CVF CVPR NTIRE 2024 Challenge on Short-form UGC Video Quality Assessment
Assessing UHD Image Quality from Aesthetics, Distortions, and Saliency
Wei Sun, Weixia Zhang, Yuqin Cao, Linhan Cao, Jun Jia, Zijian Chen, Zicheng Zhang, Xiongkuo Min, Guangtao Zhai
arXiv preprint arXiv:2409.00749, 2024.
[Code]
The 1st Place Award of the ECCV AIM 2024 Challenge on UHD Blind Photo Quality Assessment
DSA-QoE: Quality of Experience Evaluation for Streaming Video Based on Dual-Stage Attention
Ziheng Jia, Xiongkuo Min, and Guangtao Zhai
IEEE International Symposium on Circuits and Systems (ISCAS), pp. 1-5, 2024.
IEEE VSPC-TC (The Visual Signal Processing and Communications Technical Committee) Best Paper Award
2023
MM-PCQA: Multi-Modal Learning for No-reference Point Cloud Quality Assessment
Zicheng Zhang, Wei Sun, Xiongkuo Min, Quan Zhou, Jun He, Qiyuan Wang, and Guangtao Zhai
International Joint Conference on Artificial Intelligence (IJCAI), pp. 1759-1767, 2023.
[Code]
StableVQA: A Deep No-Reference Quality Assessment Model for Video Stability
Tengchuan Kou, Xiaohong Liu, Wei Sun, Jun Jia, Xiongkuo Min, Guangtao Zhai, and Ning Liu
ACM International Conference on Multimedia (ACM MM), 2023, pp. 1066-1076.
[Code]
MD-VQA: Multi-Dimensional Quality Assessment for UGC Live Videos
Zicheng Zhang, Wei Wu, Wei Sun, Danyang Tu, Wei Lu, Xiongkuo Min, Ying Chen, and Guangtao Zhai
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2023, pp. 1746-1755.
[Database]
VDPVE: VQA Dataset for Perceptual Video Enhancement
Yixuan Gao, Yuqin Cao, Tengchuan Kou, Wei Sun, Yunlong Dong, Xiaohong Liu, Xiongkuo Min, and Guangtao Zhai
IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), 2023, pp. 1474-1483.
[Challenge]
[Database]
NTIRE 2023 Quality Assessment of Video Enhancement Challenge
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
IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), 2023, pp. 1551-1569.
[Challenge]
The Influence of Text-guidance on Visual Attention
Yinan Sun, Xiongkuo Min, Huiyu Duan, and Guangtao Zhai
IEEE International Symposium on Circuits and Systems (ISCAS), 2023, pp. 1-5.
IEEE MSA-TC Best Paper Award - Honorable Mention
AIGCIQA2023: A Large-scale Image Quality Assessment Database for AI Generated Images: From the Perspectives of Quality, Authenticity and Correspondence
Jiarui Wang, Huiyu Duan, Jing Liu, Shi Chen, Xiongkuo Min, and Guangtao Zhai
CAAI International Conference on Artificial Intelligence (CICAI), 2023, pp. 46–57.
[Database]
Simple Baselines for Projection-based Full-reference and No-reference Point Cloud Quality Assessment
Zicheng Zhang, Yingjie Zhou, Wei Sun, Xiongkuo Min, and Guangtao Zhai
arXiv preprint arXiv:2310.17147, 2023.
Winner Prize of the IEEE ICIP Point Cloud Visual Quality Assessment Grand Challenge
2022
Perceptual Attacks of No-Reference Image Quality Models with Human-in-the-Loop
Weixia Zhang, Dingquan Li, Xiongkuo Min, Guangtao Zhai, Guodong Guo, Xiaokang Yang, and Kede Ma
Advances in Neural Information Processing Systems (NeurIPS), 2022, vol. 35, pp. 2916-2929.
[Code]
Video-based Human-Object Interaction Detection from Tubelet Tokens
Danyang Tu, Wei Sun, Xiongkuo Min, Guangtao Zhai, and Wei Shen
Advances in Neural Information Processing Systems (NeurIPS), 2022, vol. 35, pp. 23345-23357.
End-to-End Human-Gaze-Target Detection with Transformers
Danyan Tu, Xiongkuo Min, Huiyu Duan, Guodong Guo, Guangtao Zhai, and Wei Shen
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022, pp. 2192-2200.
Learning Invisible Markers for Hidden Codes in Offline-to-online Photography
Jun Jia, Zhongpai Gao, Dandan Zhu, Xiongkuo Min, Guodong Guo, and Guangtao Zhai
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022, pp. 2273-2282.
Iwin: Human-Object Interaction Detection via Transformer with Irregular Windows
Danyang Tu, Xiongkuo Min, Huiyu Duan, Guodong Guo, Guangtao Zhai, and Wei Shen
European Conference on Computer Vision (ECCV), 2022, pp. 87-103.
Image Quality Assessment: From Mean Opinion Score to Opinion Score Distribution
Yixuan Gao, Xiongkuo Min, Yucheng Zhu, Jing Li, Xiao-Ping Zhang, and Guangtao Zhai
ACM International Conference on Multimedia (ACM MM), 2022, pp. 997–1005.
[Code]
A Deep Learning based No-reference Quality Assessment Model for UGC Videos
Wei Sun, Xiongkuo Min, Wei Lu, and Guangtao Zhai
ACM International Conference on Multimedia (ACM MM), 2022, pp. 856-865.
[Code]
Saliency in Augmented Reality
Huiyu Duan, Wei Shen, Xiongkuo Min, Danyang Tu, Jing Li, and Guangtao Zhai
ACM International Conference on Multimedia (ACM MM), 2022, pp. 6549-6558.
[Code & Database]
SMESwin Unet: Merging CNN and Transformer for Medical Image Segmentation
Ziheng Wang, Xiongkuo Min, Fangyu Shi, Ruinian Jin, Saida S Nawrin, Ichen Yu, and Ryoichi Nagatomi
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2022, pp. 517–526.
Augmented Reality Image Quality Assessment Based on Visual Confusion Theory
Huiyu Duan, Lantu Guo, Wei Sun, Xiongkuo Min, Li Chen, and Guangtao Zhai
IEEE International Symposium on Broadband Multimedia Systems and Broadcasting (BMSB), 2022, pp. 1-6.
[Code & Database]
Best Paper Award
Surveillance Video Quality Assessment Based on Quality Related Retraining
Zicheng Zhang, Wei Lu, Wei Sun, Xiongkuo Min, Tao Wang, and Guangtao Zhai
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
Self-Conditioned Probabilistic Learning of Video Rescaling
Yuan Tian, Guo Lu, Xiongkuo Min, Zhaohui Che, Guangtao Zhai, Guodong Guo, and Zhiyong Gao
IEEE/CVF International Conference on Computer Vision (ICCV), 2021, pp. 4490-4499.
[Code]
Deep Learning Based Full-Reference and No-Reference Quality Assessment Models for Compressed UGC Videos
Wei Sun, Tao Wang, Xiongkuo Min, Fuwang Yi, and Guangtao Zhai
IEEE International Conference on Multimedia and Expo Workshops (ICMEW), 2021, pp. 1-6.
[Code]
First Place Award of IEEE ICME 2021 Grand Challenge on Quality Assessment of Compressed UGC Videos
A No-Reference Evaluation Metric for Low-Light Image Enhancement
Zicheng Zhang, Wei Sun, Xiongkuo Min, Wenhan Zhu, Tao Wang, Wei Lu, and Guangtao Zhai
IEEE International Conference on Multimedia and Expo (ICME), 2021, pp. 1-6.
[Code]
2020 & Before
Blurry Video Frame Interpolation
Wang Shen, Wenbo Bao, Guangtao Zhai, Li Chen, Xiongkuo Min, and Zhiyong Gao
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2020, pp. 5114-5123.
[Project & Code]
Fine Detection and Classification of Multi-class Barcode in Complex Environments
Jiahe Zhang, Jun Jia, Zehao Zhu, Xiongkuo Min, Guangtao Zhai, and Xiao-Ping Zhang
IEEE International Workshop on Mobile Multimedia Computing (in conjunction with IEEE ICME), 2019, pp. 1-6.
Best Paper Award
A Dataset of Eye Movements for the Children with Autism Spectrum Disorder
Huiyu Duan, Guangtao Zhai, Xiongkuo Min, Zhaohui Che, Yi Fang, Xiaokang Yang, Jesus Gutierrez, and Patrick Le Callet
ACM Multimedia Systems Conference (ACM MMSys), 2019, pp. 255–260.
[Database]
Perceptual Quality Assessment of Omnidirectional Images
Huiyu Duan, Guangtao Zhai, Xiongkuo Min, Yucheng Zhu, Yi Fang, Xiaokang Yang
IEEE International Symposium on Circuits and Systems (ISCAS), 2018, pp. 1-5.
[Database]
Blind Quality Assessment of Compressed Images via Pseudo Structural Similarity
Xiongkuo Min, Guangtao Zhai, Ke Gu, Yuming Fang, Xiaokang Yang, Xiaolin Wu, Jiantao Zhou, and Xianming Liu
IEEE International Conference on Multimedia and Expo (ICME), 2016, pp. 1-6.
[Code]
Best Student Paper Award
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