计算机视觉，人工智能，图像处理，目标检测识别/地物场景分类等;

欢迎有志于科研的大二、大三学生与我联系进组学习！

· 2025.01-至今, 上海交通大学, 自动化与感知学院, 长聘教轨副教授
· 2021.10-2024.12, 上海交通大学, 感知科学与工程学院, 长聘教轨助理教授
· 2019.09-2021.09, 清华大学, 电子系, 博士后/助理研究员

· 2014.09-2019.07，上海交通大学，控制科学与工程，工学博士
· 2017.10-2018.11，瑞典皇家理工学院， 地理信息， 联合培养博士                          
· 2011.09-2014.06，四川大学，通信与信息系统，工学硕士

2021年至今，开设《程序设计思想与方法（C）》、《工程实践与科技创新Ⅲ-C》、《时空智能技术前沿探索》、《学术报告与研讨会》、《图像处理与智能识别》等 5 门课程。

· 2026.06-2028.05  水利部黄河委项目，主持

· 2023.01-2025.12  国自然青年基金，主持
· 2020.11-2021.09  中国博士后68批面上基金，主持

· 另主持其他项目 6 项

代表性论文:

· Xinyi Wang, Yuyang Huang, Yalin Su, Pengcheng Luan, Tao Zhang*, et al., “Anchoring and Steering Diffusion: Enhancing the Faithfulness of Text-to-Image Generation at Inference Time,” in European Conference on Computer Vision (ECCV), Accepted, Jun., 2026. 

· Liuyang Tang, Jiyuan Liu, Tao Zhang*, et al., “A Diffusion Model-based Suppression Method for Complex and Unseen SAR RFI,” in IEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS), Accepted, pp.1-17, May., 2026. 

· Tianyi Zhang, Tao Zhang*, et al., “MeG-DiffSAR: Diffusion-Guided Synthesis of Realistic SAR Sea-Ship Scenes,” in  IEEE Geoscience and Remote Sensing Letters (IEEE GRSL), Accepted, Feb., 2026. 

· Zhen Yang, Huihui Li, Tao Zhang*, et al., “WESA: A Wavelet-Enhanced Spatial-Agnostic Framework for Hyperspectral Image Classification under Spatial Fragmentation,” in IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (IEEE JSTARS), Accepted, pp.1-13, Dec., 2025. 

· Tao Zhang, et al., “Polarimeric SAR Ship Detection based on the Sub-look Decomposition Technology,” in IEEE Transactions on Radar Systems  (IEEE TRS), Accepted, pp.1-15, Nov., 2025. 

· Xinyu Xu, Tao Zhang*, et al., “Point Cloud Analysis Under Slight Perturbations: A Manifold Distillation Approach Using Raw Coordinates,” in IEEE Transactions on Circuits and Systems for Video Technology (IEEE TCSVT), Accepted, pp.1-13, Sep., 2025. 

· Nishang Xie, Tao Zhang*, et al., “VLF-SAR: A Novel Vision-Language Framework for Few-shot SAR Target Recognition,” in IEEE Transactions on Circuits and Systems for Video Technology (IEEE TCSVT), vol.35, no.9, pp.9530-9544, Sep., 2025. 

· Xinyu Xu, Huazhen Liu, Tao Zhang*, et al., “PreCM: The Padding-based Rotation Equivariant Convolution Mode for Semantic Segmentation,” in IEEE Transactions on Image Processing (IEEE TIP), vol.34, 40249694, pp.2581-2795, May., 2025. 

· Bocheng Huang, Tao Zhang*, et al., “Scattering Enhancement and Feature Fusion Network for Aircraft Detection in SAR Images,” in IEEE Transactions on Circuits and Systems for Video Technology (IEEE TCSVT), vol.32, no.2, pp.1936-1950, Oct., 2024.  (ESI 1%高被引)

· Renke Zhu, Tao Zhang*, et al., “A Network for Merging SAR Image Sea-land Segmentation and Coastline Detection Tasks,” in IEEE Geoscience and Remote Sensing Letters (IEEE GRSL), vol.21, 4017305, Sep. 2024.

· Sinong Quan, Tao Zhang*, et al., “Maritime Ship Detection with Concise Polarimetric Characterization Pattern,” in International Journal of Applied Earth Observation and Geoinformation (JAG), vol.131, 103954, Jul., 2024. 

· Nishang Xie, Tao Zhang*, et al., “Dual Branch Deep Network for Ship Classification of Dual-polarized SAR Images,” in IEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS), vol.62, 5207415, Feb., 2024.

· Nishang Xie, Tao Zhang*, et al., “PFDN: A Polarimetric Feature-guided Deep Network for Dual-polarized SAR Ship Classification,” in IEEE Geoscience and Remote Sensing Letters (IEEE GRSL), vol.21, 4004905, Feb. 2024.

· Xinyu Xu, Tao Zhang*, et al., “An Information-expanding Network for Water Body Extraction based on U-net,” in IEEE Geoscience and Remote Sensing Letters (IEEE GRSL), vol.21, 1502205, Feb., 2024. 

· Zhen Yang, Ying Cao, Tao Zhang*, et al., “Multi-dimensional Information Expansion and Processing Network for Hyperspectral Image Classification,” in IEEE Geoscience and Remote Sensing Letters (IEEE GRSL), Sep., 2023. 

· Sinong Quan, Tao Zhang*, et al., “Exploring Fine Polarimetric Decomposition Technique for Built-up Area Monitoring,” in IEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS), vol.61, 5204719, Mar. 2023.

· Tao Zhang, et al., “Information Reconstruction-based Polarimetric Covariance Matrix for PolSAR Ship Detection,” in IEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS), vol.61, 5202815, Feb., 2023. 

· Hongping Gan, Minghe Shen, Yi Hua, Chunyan Ma, and Tao Zhang*, “From Patch to Pixel: A Transformer-based Hierarchical Framework for Compressive Image Sensing,” in IEEE Transactions on Computing Imaging (IEEE TCI), vol. 9, pp.133-146, Feb., 2023.

· Tao Zhang, et al., “A Two-Stage Ship Detection Scheme for PolSAR Image,” in IEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS), vol.60, 5236918, Dec., 2022.

· Zhen Yang, Zhipeng Xi, Tao Zhang*, et al., “CMR-CNN: Cross-Mixing Residual Network for Hyperspectral Image Classification,” in IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (IEEE J-STARS), vol.15, pp. 8974-8989, Oct., 2022.

· Tao Zhang, et al., “Ship Detection of Polarimetric SAR Images Using A Nonlocal Spatial Information-Guided Method,” in IEEE Geoscience and Remote Sensing Letters (IEEE GRSL), vol.19, 4513805, Sep. 2022. 

· Tao Zhang, et al., “Region-based Polarimetric Covariance Difference Matrix for PolSAR Ship Detection,” in IEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS), vol.60, 5222016, Mar. 2022.

· Tao Zhang, et al., “PolSAR Ship Detection Using the Superpixels-based Neighborhood Polarimetric Covariance Matrices,” in IEEE Geoscience and Remote Sensing Letters (IEEE GRSL), vol.19, 4015105, Jan. 2022.

· Tao Zhang, et al., “Ship Detection from PolSAR Imagery Using the Hybrid Polarimetric Covariance Matrix,” in IEEE Geoscience and Remote Sensing Letters (IEEE GRSL), vol.18, no.9, pp.1575-1579, Sep. 2021.

· Tao Zhang, et al.,“PolSAR Ship Detection Using the Joint Polarimetric Information,” in IEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS), vol.58, no.11, pp.8225-8241, Nov. 2020.

· Tao Zhang, et al., “JL-GFDN: A Novel Gabor Filter-based Deep Network Using Joint Spectral-Spatial Local Binary Pattern for Hyperspectral Image Classification,” in Remote Sensing (RS), 12(12), 2016, Jun. 2020.

· Tao Zhang, et al., “Ship Detection from PolSAR Imagery Using the Ambiguity Removal Polarimetric Notch Filter,” in ISPRS Journal of Photogrammetry and Remote Sensing (ISPRS P & RS), 157:41-58, 2019. 

· Tao Zhang, et al.,“Ship Detection from PolSAR Imagery Using the Complete Polarimetric Covariance Difference Matrix,” in IEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS), vol.57, no.5, pp.2824-2839, May 2019.

· Tao Zhang, et al., “A Ship Detector Applying  Principal Component Analysis to the Polarimetric Notch Filter,” in Remote Sensing (RS), 10(6), 948, Jun. 2018. 

· Tao Zhang, et al., “PolSAR Ship Detection Based on the Polarimetric Covariance Difference Matrix,” in IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (IEEE J-STARS), vol.10, no.7, pp.3348-3359, Jul. 2017. 

· 2025年指导 本科生 获得  第19届“挑战杯”中国青年科技创新“揭榜挂帅”擂台赛一等奖×2

· 2025年指导 本科生 获得   “中国仪器仪表学会奖学金”(全校当年唯一本科生)

· 2025年指导 本科生 获得   “第二届高分对地观测应用技术创新大赛”优胜奖

· 2025年指导 本科生 获得  上海交通大学“优秀本科毕业生”称号×2

· 2025年指导 研究生 获得  上海市“优秀硕士毕业生”称号×2

· 2025年指导 研究生 获得  上海交通大学“优秀硕士毕业生”称号×2

· 2024年指导 本科生 获得  第19届“挑战杯”全国大学生课外学术科技作品竞赛“揭榜挂帅”专项赛特等奖(电院当年唯一特等奖)

· 2024年指导 研究生 获得  上海交通大学“国家奖学金”

· 2024年指导 研究生 获得  GRSS-IGARSS“Student Travel Grant”×2

· 2024年指导 研究生 获得  上海交通大学“赵朱木兰”博士生奖学金

· 2024年指导 研究生 获得  上海交通大学“三好学生”称号

· 2024年指导 研究生 获得  “中国国际大学生创新大赛”全国铜奖

· 2023年指导 研究生 获得  第二届“金海豚”杯算法挑战赛优胜奖

· 2023年指导 研究生 获得  上海交通大学“中远海运”奖学金

· 四川大学学报(自然科学版)、《雷达学报》及《雷达科学与技术》青年编委

· IEEE Member、中国电子协会雷达分会青年学术委员会委员
· IEEE PAMI, IEEE TIP, IEEE TNNLS, ISPRS P & RS, IEEE TGRS, IEEE JSTARS, IEEE GRSL, 《雷达学报》等审稿人
· 2021年IGARSS会议分会“Advanced Target Detection Method in SAR/PolSAR Images”联席主席(Co-Chair)
· 2025年ICIVC会议分会“Image Processing Theory and Application”联席主席(Co-Chair)

· 2025年-2026年，IEEE GRSS协会上海分会秘书长

· 2026年至今，IEEE Transactions on Image Processing   副主编