I’m currently a PhD candidate at Shanghai Jiao Tong University (SJTU). I received my B.E. degree from University of Electronic Science and Technology of China (UESTC), Chengdu, China, in 2017.

Education

• 09/2017 - present    PhD candidate, Information and Communication Engineering
             Shanghai Jiao Tong University (SJTU), Shanghai, China
             Advised by Prof. Xiaokang Yang and Prof. Guangtao Zhai
• 09/2013 - 06/2017    B.E., Information and Communication Engineering
             University of Electronic Science and Technology of China (UESTC),
             Chengdu, China

Experience

• 09/2019 - 09/2020    Visiting PhD, Schepens Eye Research Institute
             Harvard Medical School, Boston, USA
             Advised by Prof. Eli Peli

Publications

• Huiyu Duan, Xiongkuo Min, Wei Sun, Yucheng Zhu, Xiao-Ping Zhang, Guangtao Zhai. “Attentive Deep Image Quality Assessment for Omnidirectional Stitching,” IEEE Journal of Selected Topics in Signal Processing (JSTSP), 2023. [pdf][database TeraBox][database 百度网盘]
• Huiyu Duan, Jesús Gutiérrez, Zhaohui Che, Patrick Le Callet, Guangtao Zhai, “Behavioral Phenotype Features of Autism,” Neural Engineering Techniques for Autism Spectrum Disorder, vol. 2, pp. 213-237, 2023. [pdf]
• Huiyu Duan, Xiongkuo Min, Yucheng Zhu, Guangtao Zhai, Xiaokang Yang, Patrick Le Callet, “Confusing Image Quality Assessment: Toward Better Augmented Reality Experience,” IEEE Transactions on Image Processing (TIP), vol. 31, pp.7206-7221, 2022. [pdf]
• Huiyu Duan, Wei Shen, Xiongkuo Min, Yuan Tian, Jae-Hyun Jung, Xiaokang Yang, Guangtao Zhai, “Develop then rival: A human vision-inspired framework for superimposed image decomposition,” IEEE Transactions on Multimedia (TMM), 2022. [pdf]
• Huiyu Duan, Wei Shen, Xiongkuo Min, Danyang Tu, Jing Li, Guangtao Zhai, “Saliency in augmented reality,” in Proceedings of the ACM International Conference on Multimedia (ACM MM), 2022. [pdf]
• Huiyu Duan, Lantu Guo, Wei Sun, Xiongkuo Min, Li Chen, Guangtao Zhai, “Augmented Reality Image Quality Assessment Based on Visual Confusion Theory,” in Proceedings of the IEEE International Symposium on Broadband Multimedia Systems and Broadcasting (BMSB), 2022. (Best Paper Award) [pdf]
• Huiyu Duan, Xiongkuo Min, Wei Shen, Guangtao Zhai, “A unified two-stage model for separating superimposed images,” in Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2022. [pdf]
• Xiaoyu Ren, Huiyu Duan, Xiongkuo Min, Yucheng Zhu, Wei Shen, Linlin Wang, Fangyu Shi, Lei Fan, Xiaokang Yang, Guangtao Zhai, “Where are the Children with Autism Looking in Reality?” in Proceedings of the CAAI International Conference on Artificial Intelligence, 2022. [pdf]
• Danyang Tu, Xiongkuo Min, Huiyu Duan, Guodong Guo, Guangtao Zhai, Wei Shen, “End-to-end human-gaze-target detection with transformers,” in Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022. [pdf]
• Danyang Tu, Xiongkuo Min, Huiyu Duan, Guodong Guo, Guangtao Zhai, Wei Shen, “Iwin: Human-Object Interaction Detection via Transformer with Irregular Windows,” in Proceedings of the European Conference on Computer Vision (ECCV), 2022. [pdf]
• Wei Sun, Huiyu Duan, Xiongkuo Min, Li Chen, Guangtao Zhai, “Blind Quality Assessment for in-the-Wild Images via Hierarchical Feature Fusion Strategy,” in Proceedings of the IEEE International Symposium on Broadband Multimedia Systems and Broadcasting (BMSB), 2022. [pdf]
• Qi Chen, Fang Liu, Huiyu Duan, Yao Wang, Xiongkuo Min, Yan Zhou, Guangtao Zhai, “MRIQA: Subjective Method and Objective Model for Magnetic Resonance Image Quality Assessment,” in Proceedings of the IEEE International Conference on Visual Communications and Image Processing (VCIP), 2022. [pdf]
• 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, Oct. 2019. [pdf]
• Huiyu Duan, Guangtao Zhai, Xiongkuo Min, Yucheng Zhu, Yi Fang, and Xiaokang Yang, “Perceptual Quality Assessment of Omnidirectional Images: Subjective Experiment and Objective Model Evaluation,” ZTE COMMUNICATIONS, vol. 17, no. 1, Mar. 2019. [pdf]
• 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,” in Proceedings of ACM Multimedia Systems Conference (ACM MMSys), 2019. [pdf][database]
• Huiyu Duan, Guangtao Zhai, Xiongkuo Min, Yi Fang, Zhaohui Che, Xiaokang Yang, and Ning Liu, “Learning to Predict where the Children with ASD Look,” in Proceedings of IEEE International Conference on Image Processing (ICIP), 2018. [pdf]
• Huiyu Duan, Guangtao Zhai, Xiongkuo Min, Yucheng Zhu, Yi Fang, and Xiaokang Yang, “Perceptual quality assessment of omnidirectional images,” in Proceedings of IEEE International Symposium on Circuits and Systems (ISCAS), 2018. [pdf][database]
• Huiyu Duan, Guangtao Zhai, Xiongkuo Min, Yucheng Zhu, Wei Sun, and Xiaokang Yang, “Assessment of visually induced motion sickness in immersive videos,” in Proceedings of Pacific Rim Conference on Multimedia (PCM), 2017. [pdf]
• Huiyu Duan, Guangtao Zhai, Xiaokang Yang, Duo Li, and Wenhan Zhu, “IVQAD 2017: An immersive video quality assessment database,” in Proceedings of IEEE International Conference on Systems, Signals and Image Processing (IWSSIP), 2017. [pdf][database Terabox]