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Xiongkuo Min (闵雄阔)

Postdoc

Institute of Image Communication and Network Engineering

School of Electronic Information and Electrical Engineering

Shanghai Jiao Tong University

Address: 5-116 SEIEE Building, 800 Dong Chuan Rd, Shanghai 200240, China

Email: minxiongkuo@gmail.com

About me

I'm currently a postdoc with the School of Electronic Information and Electrical Engineering at Shanghai Jiao Tong University. I received my B.E. degree from Wuhan University, Wuhan, China, in 2013, and the PhD degree from Shanghai Jiao Tong University, Shanghai, China, in 2018. 

My research interests include image quality assessment, visual attention modeling and perceptual signal processing.

Education

09/2013 - 06/2018     PhD, Information and Communication Engineering

                                      Shanghai Jiao Tong University, Shanghai, China

                                      Advised by  Prof. Guangtao Zhai

09/2009 - 06/2013    B.S., Electronic and Information Engineering

                                      Wuhan University, Wuhan, China

Experience

06/2018 - now Postdoc, Control Science and Engineering

                                    Shanghai Jiao Tong University, Shanghai, China

                                          Advised by Prof. Xinping Guan

01/2016 - 01/2017    Visiting PhD, Electrical and Computer Engineering

                                    University of Waterloo, ON, Canada

                                      Advised by Prof. Zhou Wang

Award and Honor

Publications

Journal Papers

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), 2020.

[Paper][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.

[Paper][Code][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.

[Paper][Code]

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, Sept. 2019.

[Paper][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, Aug. 2019.

[Paper][Code-DHQI][Database-DHD][Database-rDHAZY][Database-rFRIDA]

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, Jun. 2018.

[Paper][Code-BMPRI]

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, Aug. 2018.

[Paper][Code-BPRI]

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, Nov. 2017.

[Project Page][Paper][Code-UCA][Database-CCT]

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, Jan. 2017.

[Paper][Code][Database]

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, vol. 420, pp. 417-430, Dec. 2017.

[Paper]

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, vol. 145, pp. 127-136, Apr. 2018.

[Paper][Code-SIRR]

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, Oct. 2018.

[Paper][Link]

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, May 2017.

[Paper][Link]

Partial-Reference Sonar Image Quality Assessment for Underwater Transmission

Weilin Chen, Ke Gu, Xiongkuo Min, Fei Yuan, En Cheng, and Wenjun Zhang

IEEE Transactions on Aerospace and Electronic Systems (TAES), vol. 54, no. 6, pp. 2776-2787, Dec. 2018.

[Paper]

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, Nov. 2018.

[Paper]

Utility-Oriented Resource Allocation for 360-degree Video Transmission over Heterogeneous Networks

Wei Huang, Lianghui Ding, Guangtao Zhai, Xiongkuo Min, Jenq-Neng Hwang, Yiling Xu, and Wenjun Zhang

Digital Signal Processing (DSP), vol. 84, pp. 1-14, Jan. 2019.

Eye Fatigue Assessment Using Unobtrusive Eye Tracker

Yan Wang, Guangtao Zhai, Shaoqian Zhou, Sichao Chen, Xiongkuo Min, Zhongpai Gao, and Menghan Hu

IEEE Access, vol. 6, pp. 55948-55962, Sept. 2018.

Conference Papers

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. (Best Student Paper Award). (Flagship Multimedia Conference, 30% Acceptance Rate)

[Paper][Code-PSS][Journal Version]

Fixation Prediction through Multimodal Analysis

Xiongkuo Min, Guangtao Zhai, Chunjia Hu, and Ke Gu

IEEE International Conference on Visual Communications and Image Processing (VCIP), 2015.

[Paper][Journal Version]

Visual Attention on Human Face

Xiongkuo Min, Guangtao Zhai, and Ke Gu

IEEE International Conference on Visual Communications and Image Processing (VCIP), 2015.

[Paper][Journal Version]

Influence of Compression Artifacts on Visual Attention

Xiongkuo Min, Guangtao Zhai, Zhongpai Gao and Chunjia Hu

IEEE International Conference on Multimedia and Expo (ICME), 2014.

[Paper]

Visual Attention Data for Image Quality Assessment Databases

Xiongkuo Min, Guangtao Zhai, Zhongpai Gao and Ke Gu

IEEE International Symposium on Circuits and Systems (ISCAS), 2014.

[Paper][Data]

Sound Influences Visual Attention Discriminately in Videos

Xiongkuo Min, Guangtao Zhai, Zhongpai Gao, Chunjia Hu and Xiaokang Yang

IEEE International Workshop on Quality of Multimedia Experience (QoMEX), 2014.

[Paper]

Learning to Predict Where the Children with ASD Look

Huiyu Duan, Guangtao Zhai, Xiongkuo Min, Yi Fang, Zhaohui Che, Xiaokang Yang, Cheng Zhi, Hua Yang, and Ning Liu

IEEE International Conference on Image Processing (ICIP), 2018.

Perceptual Quality Assessment of Omnidirectional Images

Huiyu Duan, Guangtao Zhai, Xiongkuo Min, Yucheng Zhu, Yi Fang, and Xiaokang Yang

IEEE International Symposium on Circuits and Systems (ISCAS), 2018.

Assessment of Visually Induced Motion Sickness in Immersive Videos

Huiyu Duan, Guangtao Zhai, Xiongkuo Min, Yucheng Zhu, Wei Sun, and Xiaokang Yang

Pacific Rim Conference on Multimedia (PCM), 2018.

Dynamic Backlight Scaling Considering Ambient Luminance for Mobile Energy Saving

Wei Sun, Guangtao Zhai, Xiongkuo Min, Yutao Liu, Siwei Ma, Jing Liu, Jiantao Zhou, and Xianming Liu

IEEE International Conference on Multimedia and Expo (ICME), 2017.

Visual Attention Analysis and Prediction on Human Faces With Mole

Qianqian Wei, Guangtao Zhai, Chunjia Hu, and Xiongkuo Min

IEEE International Conference on Visual Communications and Image Processing (VCIP), 2016.

A Hierarchical Saliency Detection Approach for Bokeh Images

Zhaohui Che, Guangtao Zhai, and Xiongkuo Min

IEEE International Workshop on Multimedia Signal Processing (MMSP), 2015.

Influence of Spatial Resolution on State-of-the-art Saliency Models

Zhaohui Che, Guangtao Zhai, and Xiongkuo Min

Pacific Rim Conference on Multimedia (PCM), 2015.

Dual-view Medical Image Visualization Based on Spatial-temporal Psychovisual Modulation

Zhongpai Gao, Guangtao Zhai, Chunjia Hu, and Xiongkuo Min

IEEE International Conference on Image Processing (ICIP), 2014.

Information Security Display System Based on Spatial Psychovisual Modulation

Chunjia Hu, Guangtao Zhai, Zhongpai Gao, and Xiongkuo Min

IEEE International Conference on Multimedia and Expo (ICME), 2014.

Information Security Display System Based on Temporal Psychovisual Modulation

Zhongpai Gao, Guangtao Zhai, and Xiongkuo Min

IEEE International Symposium on Circuits and Systems (ISCAS), 2014.

Information Security Display via Uncrowded Window

Zhongpai Gao, Guangtao Zhai, and Xiongkuo Min

IEEE International Conference on Visual Communications and Image Processing (VCIP), 2014.

DLP Based Anti-piracy Display System

Zhongpai Gao, Guangtao Zhai, and Xiongkuo Min

IEEE International Conference on Visual Communications and Image Processing (VCIP), 2014.

Uncrowded Window Inspired Information Security Display

Zhongpai Gao, Guangtao Zhai, and Xiongkuo Min

IEEE International Conference on Multimedia and Expo Workshop (ICMEW), 2014.

Simultaneous Dual-subtitles Exhibition via Spatial Psychovisual Modulation

Zhongpai Gao, Guangtao Zhai, Zhongpai Gao, and Xiongkuo Min

IEEE International Symposium on Broadband Multimedia Systems and Broadcasting (BMSB), 2014.

Brightness Preserving Video Contrast Enhancement Using S-shaped Transfer Function

Ke Gu, Guangtao Zhai, Min Liu, Xiongkuo Min, Xiaokang Yang, and Wenjun Zhang

IEEE International Conference on Visual Communications and Image Processing (VCIP), 2013.

Professional Activities

Technical Program Committee (TPC) of

Reviewer for