田时舜博士、深圳大学电子与信息工程学院副教授。2019年获法国雷恩国立应用科学学院获博士学位,同年加入深圳大学电子与信息工程学院,从事图像/视频质量评价、计算机视觉、深度学习等领域的教学和研究工作,获评深圳市"孔雀计划"海外高层次人才C类。主持国家自然科学基金和广东省自然科学基金等科研项目,在IEEE TIP、IEEE TMM、IEEE JSTSP、TITS等顶级期刊和会议上发表论文40余篇。受邀担任IEEE TIP、 IEEE TCSVT、IEEE TMM、ACM SIGGRAPH、IEEE CVPR、IEEE ICME等多个知名期刊、会议的审稿人。(Personal Homepage in English)
教育经历:
2015-2019,法国国立应用科学学院 信号,图像与视觉专业 博士(国家公派留学)
2012-2015,中科院长春光机所 光学工程专业 硕士(推免研究生)
2008-2012,四川大学 电子信息学院 电子科学与技术专业 本科
工作经历:
2025-至今,深圳大学 电子与信息工程学院 副教授
2019-2024,深圳大学 电子与信息工程学院 助理教授
教授课程:
《数字图像处理》,《机器学习》,《计算机视觉算法及其应用》
主要研究方向:
图像/视频质量评价,视觉感知,场景理解,机器学习,深度学习等。
招生专业:
信息与通信工程(学硕),新一代电子信息技术(含量子技术等)(专硕)
欢迎对图像处理、深度学习感兴趣,具有较好的数学和编程基础,性格开朗,责任心强的同学咨询报考!
主持科研项目:
国家自然科学基金青年科学基金项目, 2022年01月至 2024年 12月,30万
广东省自然科学基金面上项目, 2022年01月至 2024年 12月,10万
深圳市高层次人才项目,2022年1月-2024年12月,290万
深圳大学青年教师科研启动项目,2019年7月-2022年6月,20万
腾讯“犀牛鸟”-深圳大学青年教师科研基金项目,2022.1.1-2023.12.31,5万
部分代表性论文(#共同一作,*通讯作者):
期刊论文:
[1].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)
[2].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)
[3].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)
[4].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)
[5].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)
[6].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)
[7].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)
[8].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)
[9].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)
[10].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)
[11].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)
[12].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)
[13].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)
[14].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)
[15].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)
[16].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)
会议论文:
[1].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%)
[2].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%)
[3].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)
[4].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)
[5].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)
[6].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)
[7].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)
[8].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)
[9].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)
期刊或会议审稿:
IEEE Transactions on Image Processing
IEEE Transactions on Multimedia
IEEE Transactions on Circuits and Systems for Video Technology
IEEE Signal Processing Letters
IEEE International Conference on Computer Vision and Pattern Recognition, 2020/2021/2022
IEEE International Conference on Multimedia and Expo, 2020/2021/2022/2023/2024/2025
ACM SIGGRAPH Asia 2019
专利:
1.邹文斌;彭文韬;田时舜;李霞;徐晨,一种点云分类方法、分割方法及相关设备(ZL 2020 1 0018275.3)
2.陈梓希;邹文斌;张正宇;田时舜;李霞;邹辉,一种联合无类别区域建议框生成和图像目标快速检索方法(ZL 2021 10267042.1)
3.陈柏霖,邹文斌,田时舜,李霞. 基于注意力机制与孪生网络的目标跟踪方法及相关设备, CN111192292A
4.邹文斌,彭文韬,田时舜,李霞,徐晨. 一种点云分类方法、分割方法及相关设备, CN111242208A
5.张正宇,邹文斌,彭映青,向灿群,田时舜,邹光明. 一种区域建议框检测方法、终端及存储介质,CN112287947A
6.彭映青,邹文斌,张正宇,田时舜,李霞,邹光明. 门机制引导边缘信息蒸馏的RGB-D图像语义分割方法及终端,CN112634296A
更新于2025/9/3