姓名：沈复民 专业技术职务：教授
联系方式：
邮箱：fumin.shen@gmail.com
系别：计算机软件与理论系

联系方式 邮箱 fumin.shen@gmail.com
专业技术职务_详情页 教授
【个人背景】2003年-2007年：山东大学数学与应用数学专业本科学习
2007年-2014年：南京理工大学模式识别与智能系统（国家重点学科）专业博士研究生学习
2010年-2012年：澳大利亚阿德莱德大学计算机视觉（澳洲排名第一）专业联合培养博士
2014年-2016年：电子科技大学计算机科学与工程学院担任讲师,从事科研教学工作
2016年-2017年：电子科技大学计算机科学与工程学院担任副教授,从事科研教学工作
2017年-至今：电子科技大学计算机科学与工程学院担任“校百人”教授、博导
【研究方向】计算机视觉、图像检索、机器学习
讲授课程
本科：《计算机视觉与模式识别》
研究生：《高级计算机视觉》
【研究成果】研究项目：
1.面向自然语句查询的多模态数据检索研究，国家自然科学基金面上项目，2021.01-2024.12，主持；
2.视觉识别中的实用鲁棒回归技术研究，国家自然科学基金青年科学基金项目，2015.10-2018.12，主持；
3.多模态识别技术及其在智能安防领域的深度应用研究与示范，四川省科技厅重点研发项目，2019.01-2020.12，主持。
论文列表：
[1]Tian Wang, Xing Xu, Fumin Shen, Yang Yang. "A Cognitive Memory-Augmented Network for Visual Anomaly Detection". IEEE-CAA Journal of Automatica Sinica , 2021.
[2]Jingran Zhang, Xing Xu, Fumin Shen, Huimin Lu, Xin Liu, Heng Tao Shen. "Enhancing Audio-Visual Association with Self-Supervised Curriculum Learning". The 35th AAAI Conference on Artificial Intelligence (AAAI), 2021.
[3]Xunguang Wang, Zheng Zhang*, Baoyuan Wu, Fumin Shen, Guangming Lu. "Prototype-supervised Adversarial Network for Targeted Attack of Deep Hashing". IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2021.
[4]Tao Chen, Yazhou Yao*, Guo-Sen Xie, Chuanyi Zhang, Fumin Shen, Qi Wu, Zhenmin Tang, Jian Zhang. "Non-Salient Region Object Mining for Weakly Supervised Semantic Segmentation". IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2021.
[5]Zeren Sun, Yazhou Yao*, Chuanyi Zhang, Fumin Shen, Qi Wu, Jian Zhang, Zhenmin Tang. "Jo-SRC: A Contrastive Approach for Combating Noisy Labels". IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2021.
[6]Yiran Zhu, Xing Xu*, Fumin Shen, Yanli Ji, Lianli Gao and Heng Tao Shen. "PoseGTAC: Graph Transformer Encoder-Decoder with Atrous Convolution for 3D Human Pose Estimation". International Joint Conference on Artificial Intelligence (IJCAI), 2021.
[7]Jiao Li, Xing Xu*, Wei Yu, Fumin Shen, Zuo Cao, Kai Zuo and Heng Tao Shen. "Hybrid Fusion with Intra- and Cross-Modality Attention for Image-Recipe Retrieval". Special Interest Group on Information Retrieval (SIGIR), 2021.
[8]Yifeng Zhou, Xing Xu, Fumin Shen, Xiaofeng Zhu, Heng Tao Shen. "Flow-Edge Guided Unsupervised Video Object Segmentation". IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2021.
[9]Zheng Zhang, Luyao Liu, Yadan Luo, Zi Huang, Fumin Shen, Heng Tao Shen, Guangming Lu*. "Inductive Structure Consistent Hashing via Flexible Semantic Calibration". IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2021.
[10]Zhijun Mai, Guosheng Hu, Dexiong Chen, Fumin Shen, Heng Tao Shen. "MetaMixUp: Learning Adaptive Interpolation Policy of MixUp with Meta-Learning". IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2021.
[11]Xing Xu, Tan Wang, Yang Yang, Lin Zuo, Fumin Shen and Heng Tao Shen*. "Cross-Modal Attention with Semantic Consistence for Image-Text Matching". IEEE Transactions on Neural Networks and Learning Systems , 2020.
[12]Yifeng Zhou, Xing Xu*, Fumin Shen, Lianli Gao, Huimin Lu, Heng Tao Shen. "Temporal Denoising Mask Synthesis Network for Learning Blind Video Temporal Consistency". ACM International Conference on Multimedia (ACM MM), 2020.
[13]Yuming Shen, Jie Qin*, Jiaxin Chen, Mengyang Yu, Li Liu, Fan Zhu, Fumin Shen and Ling Shao. "Auto-Encoding Twin-Bottleneck Hashing". IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2020.
[14]Xing Xu, Jiefu Chen, Jinhui Xiao, Lianli Gao, Fumin Shen and Heng Tao Shen*. "What Machines See Is Not What They Get: Fooling Scene Text Recognition Models with Adversarial Text Images". IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2020.
[15]Diwen Wan, Fumin Shen*, Li Liu, Fan Zhu, Lei Huang, MengyangYu, Heng Tao Shen, Ling Shao. "Deep Quantization Generative Networks". Pattern Recognition (PR), 2020.
[16]Yanli Ji，Yang Yang，Fumin Shen，Heng Tao Shen，Xuelong Li. "A Survey of Human Action Analysis in HRI Applications". IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2020.
[17]Yanli Ji, Yang Yang, Fumin Shen, Heng Tao Shen* and Wei-Shi Zheng. "Arbitrary-view Human Action Recognition: A Varying-view RGB-D Action Dataset". IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2020.
[18]Yanli Ji, Yue Zhan, Yang Yang, Xing Xu, Fumin Shen, and Heng Tao Shen*. "A Context Knowledge Map Guided Coarse-to-fine Action Recognition". IEEE Transactions on Image Processing (TIP), 2020.
[19]Jingran Zhang, Fumin Shen*, Xing Xu, Heng Tao Shen. "Temporal Reasoning Graph for Activity Recognition". IEEE Transactions on Image Processing (TIP), 2020.
[20]Heng Tao Shen, Luchen Liu, Zi Huang, Xing Xu, Fumin Shen, Richang Hong, Yang Yang*. "Exploiting Subspace Relation in Semantic Labels for Cross-modal Hashing". IEEE Transactions on Knowledge and Data Engineering (TKDE), 2020.
[21]Shiyuan He, Bokun Wang, Zheng Wang, Yang Yang*, Fumin Shen, Zi Huang, and Heng Tao Shen. "Bidirectional Discrete Matrix Factorization Hashing for Image Search". IEEE Transactions on Cybernetic , 2019.
[22]Yazhou Yao, Fumin Shen, Jian Zhang*, Li Liu, Zhenmin Tang and Ling Shao. "Extracting Multiple Visual Senses for Web Learning". IEEE Trans. Multimedia , 2019.
[23]Qidi Xu, Haocheng Xu, Weilong Chen, Chaojun Han, Haoyang Li, Fumin Shen*, Heng Tao Shen. "Time-aware Session Embedding for Click-Through-Rate Prediction". ACM International Conference on Multimedia , 2019.
[24]Xing Xu, Xiang Zhou, Fumin Shen, Lianli Gao, Heng Tao Shen*, Xuelong Li. "Fusion by Synthesizing: A Multi-View Deep Neural Network for Zero-Shot Recognition". SIGNAL PROCESSING , 2019.
[25]Yanli Ji, Yuhan Hu, Fumin Shen, Heng Tao Shen*. "Cross-database Facial Expression Recognition via an Intra-category Common Feature and Inter-category Distinguishing Feature Fusion Network". Neurocomputing , 2019.
[26]Jingyi Zhang, Zhen Wei, Ionut Cosmin Duta, Fumin Shen*, Li Liu, Fan Zhu, Xing Xu, Ling Shao and Heng Tao Shen. "Generative Reconstructive Hashing for Incomplete Video Analysis". ACM Multimedia (ACM MM), 2019.
[27]Jiaxin Chen, Jie Qin*, Li Liu, Fan Zhu, Fumin Shen, Jin Xie and Ling Shao. "Deep Sketch-Shape Hashing with Segmented 3D Stochastic Viewing". IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2019.
[28]Zhen Wei, Jingyi Zhang, Li Liu, Fan Zhu, Fumin Shen*, Yao Sun, Si Liu, Yi Zhou and Ling Shao. "Building Detail-Sensitive Semantic Segmentation Networks with Polynomial Pooling". IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2019.
[29]Yan Xu, Baoyuan Wu*, Fumin Shen, Yanbo Fan, Yong Zhang, Heng Tao Shen and Wei Liu*. "Adversarial Attack to Image Captioning via Structured Output Learning with Latent Variables". IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2019.
[30]Yazhou Yao, Zeren Sun, Fumin Shen*, Li Liu, Limin Wang, Fan Zhu, Lizhong Ding, Gangshan Wu and Ling Shao. "Dynamically Visual Disambiguation of Keyword-based Image Search". International Joint Conference on Artificial Intelligence (IJCAI), 2019.
[31]Hanxi Li, Xinyu Wang, Fumin Shen*, Yi Li, Fatih Porikli and Mingwen Wang. "Real-Time Deep Tracking via Corrective Domain Adaptation". IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2019.
[32]Yazhou Yao, Fumin Shen*, Jian Zhang, Li Liu, Zhenmin Tang and Ling Shao. "Extracting Privileged Information for Enhancing Classifier Learning". IEEE Trans. Image Processing (TIP), 2019.
[33]Fumin Shen, Xiang Zhou, Jun Yu, Yang Yang, Li Liu, Heng Tao Shen*. "Scalable Zero-Shot Learning via Binary Visual-Semantic Embeddings". IEEE Trans. Image Processing (TIP), 2019.
[34]Mengqiu Hu, Yang Yang*, Fumin Shen, Ning Xie, Richang Hong, Heng Tao Shen. "Collective Reconstructive Embeddings for Cross-modal Hashing". IEEE Transactions on Image Processing (TIP), 2019.
[35]Yazhou Yao, Jian Zhang, Fumin Shen*, Li Liu, Fan Zhu, Dongxiang Zhang and Heng Tao Shen. "Towards Automatic Construction of Diverse, High-quality Image Datasets". IEEE Transactions on Knowledge and Data Engineering (TKDE), 2019.
[36]Xiang Zhou, Fumin Shen*, Li Liu, Wei Liu, Liqiang Nie, Yang Yang and Heng Tao Shen. "Graph Convolutional Network Hashing". IEEE Transactions on Cybernetics (TOC), 2019.
更多详见：http://cfm.uestc.edu.cn/~fshen/


研究成果获奖：
2019年：ACM MM 2019 Grand Challenge Winner First Place
2017年：ACM SIGIR 2017 Best Paper Award Honorable Mention
2017年：IEEE ICME 2017 Best Paper Award(Platinum Award)
2017年：IEEE ICME 2017 Best Paper Award(Finalist)
2016年：ACM SIGIR 2017 Best Paper Award Honorable Mention



社会兼职及荣誉
1.教育部青年****
2.任职Elsevier Neurocomputing、Pattern Recognition Letters等SCI期刊客座编委3.担任MMM 2016、ICIMCS 2016的special session chair
4.担任ICCV、ACM Multimedia，ICMR, ICPR, CCBR等国际会议的PC member
5.担任IEEE TIP, TKDE, TMM, TNNLS, TCSVT等多个国际一流期刊的审稿人