赵才荣,工学博士。现任同济大学电子与皇冠正规娱乐平台计算机系教授,博士生导师。曾任香港理工大学兼职研究员(2016-2017)。担任上海市计算机学会计算机视觉专委会主任,中国图象图形学学会青工委副秘书长,中国自动化学会模式识别与机器智能专业委员会副秘书长,中国计算机学会杰出会员。担任IEEE TMM Guest Editor、担任IET IP Associate Editor。研究聚焦于视觉与智能学习,研究方向包括:人工智能、计算机视觉等,主要涉及行人再识别、识别中隐私保护与安全防御、场景文字检测与识别、X光图像智能分类等领域。已在IEEE TIP、TIFS、TMM、TCSVT、TNNLS、PR、中国科学.信息科学等国内外重要学术期刊及国际学术会议CVPR,ICLR, ICML, AAAI,ACM MM, ICCV等发表论文40余篇,研究成果获上海市科技进步一等奖(第四完成人)。主持国家自然科学基金3项,主持国家重点研发计划子课题以及企业横向课题十余项。主讲《计算机视觉》、《人工智能原理》、《机器学习》等专业核心课程,建设国家级线下精品课程1门,上海市精品课程1门。
在研项目中,以智能视频分析为背景,聚焦于视频内容中“人物”因素,以计算机视觉和模式识别理论为基础,研究面向行人再辨识,人脸识别,图像分类与理解的粒化建模,多模态融合,视觉大模型等问题。热烈欢迎对世界充满好奇心,对科学研究充满热情的同学一起探索未知世界!热烈欢迎优秀本科生、硕士生、博士生、博士后加入我们。
视觉与智能学习实验室主页:https://vill.tongji.edu.cn/
近年代表学术论文:
[1]. Zifan Song, Xiao Gong, Guosheng Hu, Cairong Zhao*. Deep Perturbation Learning: Enhancing the Network Performance via Image Perturbations.The Fortieth International Conference on Machine Learning, ICML 2023,Accepted. (CCF A,通讯作者)
[2]. Yuanpeng Tu, Boshen Zhang, Yuxi Li, Liang Liu, Jian Li, Jiangning Zhang, Yabiao Wang, Chengjie Wang, Cairong Zhao*. Learning with Noisy labels via Self-supervised Adversarial Noisy Masking. Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023, Accepted. (CCF A,通讯作者)
[3]. Yuanpeng Tu, Boshen Zhang, Yuxi Li, Liang Liu, Jian Li, Yabiao Wang, Chengjie Wang, Cairong Zhao*. Learning from Noisy Labels with Decoupled Meta Label Purifier. Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023, Accepted. (CCF A,通讯作者)
[4]. Junyao Gao, Xinyang Jiang, Huishuai Zhang, Yifan Yang, Shuguang Dou,Dongsheng Li, Duoqian Miao, Cheng Deng, Cairong Zhao*. Similarity Distribution based Membership Inference Attack on Person Re-identification. Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023.(ORAL) (CCF A,通讯作者)
[5]. Yufeng Jin, Guosheng Hu, Haonan Chen, Duoqian Miao, Liang Hu, Cairong Zhao*. Cross-Modal Distillation for Speaker Recognition. Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023. (CCF A,通讯作者)
[6]. Shuguang Dou, Cairong Zhao*, Xinyang Jiang, Shanshan Zhang, Weishi Zheng, Wangmeng Zuo. Human Co-Parsing Guided Alignment for Occluded Person Re-identification. IEEE Transactions on Image Processing, 32: 458-470, 2023. (SCI, IF:10.856, 中科院一区,CCF A,通讯作者)
[7]. Cairong Zhao*, Chutian Wang, Guosheng Hu, Haonan Chen, Jinhui Tang ISTVT: Interpretable Spatial-Temporal Video Transformer for Deepfake Detection. IEEE Transactions on Information Forensics and Security,18: 1335-1348 , 2023. (SCI, IF:7.178, 中科院一区,CCF A,第一作者,通讯作者)
[8]. Cairong Zhao* , Liang Zhu , Shuguang Dou , Weihong Deng,Liang Wang.Detecting Overlapped Objects in X-Ray Security Imagery by a Label-Aware Mechanism,IEEE Transactions on Information Forensics and Security,2022,17:998-1009. (SCI, IF:7.178, 中科院一区,CCF A,第一作者,通讯作者)
[9]. Cairong Zhao*, Yuanpeng Tu, Zhihui Lai, Fuming Shen, Heng Tao Shen, and Duoqian Miao. Salience-Guided Iterative Asymmetric Mutual Hashing for Fast Person Re-identification, IEEE Transactions on Image Processing, 2021,30:7776-7789.(SCI, IF:10.856, 中科院一区,CCF A,第一作者,通讯作者)
[10]. Cairong Zhao*, Shuyang Feng, Brian Nlong Zhao, Zhijun Ding, Jun Wu,Fuming Shen, and Hengtao Shen. Scene Text Image Super-Resolutionvia Parallelly Contextual Attention Network. In Proceedings of the 29th ACMInternational Conference on Multimedia, 2021, Oral. (CCF A,第一作者,通讯作者)
[11]. Cairong Zhao*, Xinbi Lv*, Shuguang Dou*, Shanshan Zhang, Jun Wu, Liang Wang. Incremental Generative Occlusion Adversarial Suppression Network for Person ReID. IEEE Transactions on Image Processing, 2021, 30:4212-4224.(SCI, IF: 10.856, 中科院一区,CCF A,第一作者,通讯作者)
[12]. 赵才荣*, 齐鼎, 窦曙光, 涂远鹏, 孙添力, 柏松, 蒋忻洋, 白翔*,苗夺谦*. 智能视频监控关键技术: 行人再识别研究综述, 中国科学.信息科学 2021, 51(12):1979-2015. (2021年12期封面论文,中科院一区,CCF A,第一作者,通讯作者)