田时舜

博士、深圳大学电子与信息工程学院助理教授、特聘副研究员、硕士生导师。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 TMM、ACM SIGGRAPH、IEEE CVPR、IEEE ICME等多个知名期刊、会议的审稿人。

邮箱:  stian@szu.edu.cn

教育经历:

2008-2012，四川大学 电子信息学院 电子科学与技术专业 本科

2012-2015，中科院长春光机所 光学工程专业 硕士（推免研究生）

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）

工作经历:

2019至今，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》，《计算机视觉算法机器应用》

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）

主持科研项目:

国家自然科学基金青年科学基金项目， 面向机器视觉感知的轻量级无参考图像质量评价与应用研究， 2022年01月至 2024年 12月，30万

广东省自然科学基金面上项目，面向视障人士出行辅助的轻量级复杂道路环境感知与理解， 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

部分代表性期刊论文（#共同一作，*通讯作者）：

 Journal:

[1].S. Tian, T. Zeng, Z. Zhang, W. Zou, and X. Li, "Dual Residual-Guided Interactive Learning for the Quality Assessment of Enhanced Images," IEEE Transactions on Multimedia, accepted, in press, 2024.

[2].T Zhou, S Tan, G Li*, S Tian*, C Tang, Z Wang, G Yue*, " Retouched Face Image Quality Assessment Based on Differential Perception and Textual Prompt," in IEEE Transactions on Broadcasting, in press, 2024.

[3].M. Liao#, S. Tian#, Y. Zhang, G. Hua, W. Zou and X. Li, " Calibration-based Multi-Prototype Contrastive Learning for Domain Generalization Semantic Segmentation in Traffic Scenes," in IEEE Transactions on Intelligent Transportation Systems, in press, 2024.

[4].M. Liao#, S. Tian#, Y. Zhang, G. Hua, W. Zou and X. Li, "Preserving Label-Related Domain-Specific Information for Cross-Domain Semantic Segmentation," in IEEE Transactions on Intelligent Transportation Systems, in press, 2024.

[5].M. Liao#, S. Tian#, Y. Zhang, G. Hua, W. Zou and X. Li, " PDA: Progressive Domain Adaptation for Semantic Segmentation, " Knowledge-Based Systems, Volume 284, 2024.

[6].Z. Zhang, S. Tian*, Y. Zhang, W. Zou, L. Morin and L. Zhang, "Blind Perceptual Quality Assessment of LFI Based on Angular-Spatial Effect Modeling," in IEEE Transactions on Broadcasting, vol. 70, no. 1, pp. 290-304, March 2024, doi: 10.1109/TBC.2023.3308329.

[7].Z. Zhang, S. Tian*, W. Zou, L. Morin and L. Zhang, "EDDMF: An Efficient Deep Discrepancy Measuring Framework for Full-Reference Light Field Image Quality Assessment," in IEEE Transactions on Image Processing, vol. 32, pp. 6426-6440, 2023, doi: 10.1109/TIP.2023.3329663.

[8].Z. Zhang, S. Tian*, W. Zou, L. Morin and L. Zhang, "PVBLiF: A Pseudo Video-Based Blind Quality Assessment Metric for Light Field Image," in IEEE Journal of Selected Topics in Signal Processing, 2023. doi: 10.1109/JSTSP.2023.3278452.

[9].W. Zou, G. Hua, Y. Zhuang and S. Tian*, "Real-Time Passable Area Segmentation With Consumer RGB-D Cameras for the Visually Impaired," in IEEE Transactions on Instrumentation and Measurement, vol. 72, pp. 1-11, 2023, Art no. 2513011, doi: 10.1109/TIM.2023.3272369.

[10].M. Liao#, S. Tian#, Y. Zhang, G. Hua, W. Zou, X. Li, "Domain-invariant information aggregation for domain generalization semantic segmentation". Neurocomputing, Volume 546, 2023.

[11].S Tian#, T Zeng#, W Zou*, X Li, L Zhang, "DHIQA: Quality assessment of dehazed images based on attentive multi-scale feature fusion and rank learning, " Displays, 2023.

[12].W Zou, R Long, Y Zhang, M Liao, Z Zhou, S Tian*, "Dual geometric perception for cross-domain road segmentation, Displays, " Volume 76, January 2023.

[13].S. Tian, R. Chen, W. Zou, X. Li MI-RPN: Integrating multi-modalities and multi-scales information for region proposal. Multimedia Tools and Applications 83, 58267–58292 (2024).

[14].W Zou, Y Peng, Z Zhang, S Tian*, X Li, "RGB-D Gate-guided edge distillation for indoor semantic segmentation, " Multimedia Tools and Applications, 81, pages35815–35830 (2022).

[15].S. Tian#, M. Zheng#, W. Zou*, X. Li and L. Zhang, "Dynamic Crosswalk Scene Understanding for the Visually Impaired". IEEE Transactions on Neural Systems and Rehabilitation Engineering, doi: 10.1109/TNSRE.2021.3096379.

[16].W. Zou, Z. Zhang, Y. Peng, C. Xiang, S. Tian*, L. Zhang. “SC-RPN: A Strong Correlation Learning Framework for Region Proposal”. IEEE Transactions on Image Processing, vol. 30, pp. 4084-4098, 2021.

[17].W. Zou, D. Wu, S. Tian*, C. Xiang, X. Li, L. Zhang. “End-to-end 6DoF Pose Estimation from Monocular RGB Images”. IEEE Transactions on Consumer Electronics, Volume: 67, Issue: 1, Feb. 2021.

[18].S. Tian, L. Zhang, W. Zou*, X. Li, T. Su, L. Morin, O. Déforges, “Quality assessment of DIBR-synthesized views: An overview”, Neurocomputing, Volume 423, 2021, Pages 158-178.

[19].S. Tian*, L. Zhang, L. Morin, O. Deforges. “NIQSV+: A No Reference Synthesized View Quality Assessment Metric”. IEEE Transactions on Image Processing, Volume: 27, Issue: 4, April 2018.

[20].S. Tian*, L. Zhang, L. Morin, O. Deforges. “A benchmark of DIBR Synthesized View Quality Assessment Metrics on a new database for Immersive Media Applications”. IEEE Transactions on Multimedia, Volume: 21, Issue: 5, May 2019.

[21].S. Tian, Z. Chen, B. Chen, W. Zou*, X. Li "Channel and spatial attention-based Siamese network for visual object tracking," Journal of Electronic Imaging 30(3), 033008 (21 May 2021).

[22].W. Zou, S. Zhuo, Y. Tang, S. Tian*, X. Li, C. Xu, “STA3D: spatiotemporally attentive 3D network for video saliency prediction”, Pattern Recognition Letters, 2021.

[23].C. Xiang, Z. Wang, S. Tian, J. Liao, W. Zou* and C. Xu, "Matrix Capsule Convolutional Projection for Deep Feature Learning," in IEEE Signal Processing Letters, vol. 27, pp. 1899-1903, 2020.

[24].Y. Huang, Y. Zhou*, B. Hu, S. Tian, J. Yan, "DIBR-synthesised video quality assessment by measuring geometric distortion and spatiotemporal inconsistency." Electronics Letters 56.24 (2020): 1314-1317.

[25].L. Zhang*, I. Saidi, S. Tian, V. Barriac, O. Deforges, “An overview of full-reference video quality metrics and their performance evaluations for videoconferencing application”. Journal of Electronic Imaging, 2019.

Conference:

[1].M. Liao#, S. Tian#, Y. Zhang, G. Hua, W. Zou, X. Li, "Calibration-based Dual Prototypical Contrastive Learning Approach for Domain Generalization Semantic Segmentation, " ACM Multimedia 2023.

[2].Z. Zhang, S. Tian*, W. Zou, Y. Zhang, L. Morin and L. Zhang, "Blind Quality Assessment of Light Field Image Based on Spatio-Angular Textural Variation," 2023 IEEE International Conference on Image Processing (ICIP), Kuala Lumpur, Malaysia, 2023, pp. 2385-2389, doi: 10.1109/ICIP49359.2023.10222216.

[3].T. Zeng, L. Zhang, W. Zou, X. Li and S. Tian*, "TRG-DQA: Texture Residual-Guided Dehazed Image Quality Assessment," 2023 IEEE International Conference on Image Processing (ICIP), Kuala Lumpur, Malaysia, 2023, pp. 3075-3079, doi: 10.1109/ICIP49359.2023.10222233.

[4].W. Zou, G. Hua, G. Chen, Z. He, G. Liu, P. Chen, Y. Li, H. Li, L. Zheng, S. Tian*, "Need a dog for seeing eye? A Walk Viewpoint Dataset for Freespace Detection in Unstructured Environments," 2023 IEEE International Conference on Multimedia and Expo (ICME), Brisbane, Australia, 2023, pp. 1541-1546, doi: 10.1109/ICME55011.2023.00266.

[5].S. Tian, L. Zhang, L. Morin, O. Deforges. “NIQSV: A No Reference Image Quality Assessment Metric for 3D Synthesized Views”. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), March 2017, New Orleans, USA.

[6].S. Tian, L. Zhang, L. Morin, O. Deforges. “A full-reference Image Quality Assessment metric for 3D Synthesized Views”. Image Quality and System Performance Conference, at IS&T Electronic Imaging 2018, 28 January – 1 February 2018, Burlingame, California, USA.

[7].S. Tian, L. Zhang, L. Morin, O. Deforges. “Performance comparison of objective metrics on free-viewpoint videos with different depth coding algorithms”. SPIE Optical Engineering + Applications, August 2018, San Diego, California, USA.

[8].S. Tian, L. Zhang, L. Morin, O. Deforges. “SC-IQA: Shift compensation based image quality assessment for DIBR-synthesized views”. IEEE international conference on Visual Communications and Image Processing (VCIP), December 2018.

期刊或会议审稿：

IEEE Transactions on Image Processing

IEEE Transactions on Multimedia

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

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