Dr. Shishun Tian is currently an Associate Professor at the College of Electronics and Information Engineering, Shenzhen University. He received his Ph.D. in 2019 from the National Institute of Applied Sciences (INSA) in Rennes, France. In the same year, he joined Shenzhen University, where he has been engaged in teaching and research in the fields of image/video quality assessment, computer vision, and deep learning. He was selected as a Class-C talent under the Shenzhen Peacock Plan for Overseas High-Level Talents. He has presided over research projects funded by the National Natural Science Foundation of China and the Natural Science Foundation of Guangdong Province. He has published over 40 papers in top-tier journals and conferences, including IEEE TIP, IEEE TMM, IEEE JSTSP, and TITS. He has also served as a reviewer for several prestigious journals and conferences, such as IEEE TPAMI, IEEE TIP, IEEE TCSVT, IEEE TMM, ACM SIGGRAPH, IEEE CVPR, and IEEE ICME.

📖 Educations

• 2015 - 2019, Ph.D. National Institute of Applied Sciences, Rennes, France.
• 2012 - 2015, M.Sc. Changchun Institute of Optics, Fine Mechanics and Physics, Chinese Academy of Sciences, Changchun, China.
• 2008 - 2012, B.Sc. Sichuan University, Chengdu, China.

📝 Selected Publications

Journal:

• Shishun Tian, Yifan Wang, Tiantian Zeng, Wenbin Zou, Multi-Level Guided Discrepancy Learning for Source-Free Object Detection in Hazy Conditions, IEEE Transactions on Intelligent Transportation Systems, 2025. (PDF, Code)

• Shishun Tian, Tiantian Zeng, Zhengyu Zhang, Wenbin Zou, Xia Li, Dual Residual-Guided Interactive Learning for the Quality Assessment of Enhanced Images, IEEE Transactions on Multimedia, 2025. (PDF, Code)

• Zhengyu Zhang, Shishun Tian^*, Jinjia Zhou, Luce Morin, Lu Zhang, A New Benchmark Database and Objective Metric for Light Field Image Quality Evaluation, IEEE Transactions on Circuits and Systems for Video Technology, 2025. (PDF, Dataset & Code)

• Tianwei Zhou, Songbai Tan, Gang Li^*, Shishun Tian^*, Chang Tang, Zhihua Wang, Guanghui Yue^*, Retouched Face Image Quality Assessment Based on Differential Perception and Textual Prompt, IEEE Transactions on Broadcasting, 2025. (PDF)

• Muxin Liao, Shishun Tian^#, Binbin Wei, Yuhang Zhang, Wenbin Zou, Xia Li, Class-Balanced Sampling and Discriminative Stylization for Domain Generalization Semantic Segmentation, IEEE Transactions on Intelligent Transportation Systems, 2024. (PDF, Code)

• Muxin Liao, Shishun Tian^#, Yuhang Zhang, Guoguang Hua, Wenbin Zou, Xia Li, Calibration-based multi-prototype contrastive learning for domain generalization semantic segmentation in traffic scenes, IEEE Transactions on Intelligent Transportation Systems, 2024. (PDF, Code)

• Muxin Liao, Shishun Tian^#, Yuhang Zhang, Guoguang Hua, Wenbin Zou, Xia Li, Preserving label-related domain-specific information for cross-domain semantic segmentation, IEEE Transactions on Intelligent Transportation Systems, 2024. (PDF, Code)

• Zhengyu Zhang, Shishun Tian^*, Yuhang Zhang, Wenbin Zou, Luce Morin, Lu Zhang, Blind perceptual quality assessment of LFI based on angular-spatial effect modeling, IEEE Transactions on Broadcasting, 2024. (PDF)

• Zhengyu Zhang, Shishun Tian^*, Wenbin Zou, Luce Morin, Lu Zhang, EDDMF: An efficient deep discrepancy measuring framework for full-reference light field image quality assessment, IEEE Transactions on Image Processing, 2023. (PDF)

• Zhengyu Zhang, Shishun Tian^*, Wenbin Zou, Luce Morin, Lu Zhang, PVBLiF: A Pseudo Video-Based Blind Quality Assessment Metric for Light Field Image, IEEE Journal of Selected Topics in Signal Processing, 2023. (PDF, Code)

• Wenbin Zou, Guoguang Hua, Yue Zhuang, Shishun Tian^*, Real-Time Passable Area Segmentation With Consumer RGB-D Cameras for the Visually Impaired, IEEE Transactions on Instrumentation and Measurement, 2023. (PDF)

• Shishun Tian, Minghuo Zheng, Wenbin Zou, Xia Li, Lu Zhang, Dynamic crosswalk scene understanding for the visually impaired, IEEE Transactions on Neural Systems and Rehabilitation Engineering, 2021. (PDF, Dataset)

• Wenbin Zou, Zhengyu Zhang, Yingqing Peng, Canqun Xiang, Shishun Tian^*, Lu Zhang, SC-RPN: A strong correlation learning framework for region proposal, IEEE Transactions on Image Processing, 2021. (PDF)

• Wenbin Zou, Di Wu, Shishun Tian^*, Canqun Xiang, Xia Li, Lu Zhang, End-to-end 6DoF pose estimation from monocular RGB images, IEEE Transactions on Consumer Electronics, 2021. (PDF)

• Shishun Tian, Lu Zhang, Luce Morin, Olivier Déforges, A Benchmark of DIBR Synthesized View Quality Assessment Metrics on a New Database for Immersive Media Applications, IEEE Transactions on Multimedia, 2019. (PDF, Dataset)

• Shishun Tian, Lu Zhang, Luce Morin, Olivier Déforges, NIQSV+: A No-Reference Synthesized View Quality Assessment Metric, IEEE Transactions on Image Processing, 2018. (PDF, Code)

Conference:

• Shishun Tian, Fangjie Hou, Guanghui Yue, Yuanhao Gong, Wenbin Zou, Ting Su, Prior-Guided Test Time Adaptation for Blind Image Quality Assessment, IEEE International Conference on Multimedia and Expo (ICME), 2025. Oral (Top 15%)

• Shishun Tian, Zhiwei Lan, Zhengyu Zhang, Ting Su, Xia Li, Lu Zhang, Semantic-Guided Residual Learning for the Quality Assessment of Enhanced Images, IEEE International Conference on Multimedia and Expo (ICME), 2025. Oral (Top 15%)

• Muxin Liao, Shishun Tian^#, Yuhang Zhang, Guoguang Hua, Wenbin Zou, Xia Li, Calibration-based dual prototypical contrastive learning approach for domain generalization semantic segmentation, ACM International Conference on Multimedia, 2023. (PDF, Code)

• Tiantian Zeng, Lu Zhang, Wenbin Zou, Xia Li, Shishun Tian^*, TRG-DQA: Texture Residual-Guided Dehazed Image Quality Assessment, IEEE International Conference on Image Processing (ICIP), 2023. (PDF, Code)

• Zhengyu Zhang, Shishun Tian^*, Wenbin Zou, Yuhang Zhang, Luce Morin, Lu Zhang, Blind Quality Assessment of Light Field Image Based on Spatio-Angular Textural Variation, IEEE International Conference on Image Processing (ICIP), 2023. (PDF, Code)

• Wenbin Zou, Guoguang Hua, Guangxu Chen, Zaiyue He, Guangli Liu, Pengfei Chen, Yuyang Li, Huakun Li, Lei Zheng, Shishun Tian^*, Need a dog for seeing eye? A walk viewpoint dataset for freespace detection in unstructured environments, IEEE International Conference on Multimedia and Expo (ICME), 2023. (PDF, Dataset)

• Zhengyu Zhang, Shishun Tian^*, Wenbin Zou, Luce Morin, Lu Zhang, Deeblif: Deep Blind Light Field Image Quality Assessment by Extracting Angular and Spatial Information, IEEE International Conference on Image Processing (ICIP), 2022. (PDF, Code)

• Shishun Tian, Lu Zhang, Luce Morin, Olivier Déforges, SC-IQA: Shift compensation based image quality assessment for DIBR-synthesized views, IEEE Visual Communications and Image Processing (VCIP), 2018. (PDF)

• Shishun Tian, Lu Zhang, Luce Morin, Olivier Déforges, NIQSV: A no reference image quality assessment metric for 3D synthesized views, IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2017. (PDF, Code)

🧑‍🏫 Teaching

• Machine Learning (2025 Spring, 2024 Spring, 2023 Spring, 2022 Spring)
• Artificial Intelligence and Machine Learning (2024 Fall)
• Computer Vision (2022 Fall, 2021 Spring, 2020 Spring)
• Digital Image Processing (2025 Spring, 2024 Spring, 2023 Spring, 2022 Spring, 2021 Spring, 2020 Spring)