基本资料
苏雯 讲师,博士研究生,硕士导师。主要研究方向为模式识别与智能系统,专业知识涉及图像处理、计算机视觉、机器学习等领域的相关理论与算法,研究方向包括图像语义分割、图像检索、场景深度估计等。
主要研究方向
● 方向1,图像语义分割。
● 方向2,基于内容的图像检索。
● 方向3,单目场景深度估计。
● 方向4,三维场景理解。
科研项目
1. 国家自然科学基金,基于单目图像的类人感知场景理解研62006209,2021-01至2023-12,排名1主持项目
2. 浙江自然科学基金委项目,单目场景理解中类人感知的深度估计及语义分割研究LQ20F020001,2020-01至2022-12,排名1主持项目
3. 浙江理工大学项目,基于机器视觉及机器学习的表面缺陷检测研究18022225-Y,2018-10至2021-09,排名1主持项目
4. 浙江理工大学项目,单目场景理解中深度估计及语义分割研究2020Q014,2020-01至2021-12,排名1主持项目
5. 浙江理工大学项目(新苗人才计划),物联网框架下基于视觉概念剥离的深度垃圾分类系统2021R406032,2021-1-1至2022-12-20,排名1主持项目
发表论文
1. Wen Su, Haifeng Zhang, Quan Zhou, Wenzhen Yang and Zengfu Wang, Monocular Depth Estimation using Information Exchange Network [J]. IEEE Transactions on Intelligent Transportation Systems. (SCI I, IF:6.319)
2. Wen Su and Zengfu Wang, Widening residual skipped network for semantic segmentation [J]. IET Image Processing. (SCI IV, CCF C, IF:2.004, October 2017: 11 (10), ISSN:1751-9659)
3. Wen Su, Zengfu Wang. Widening residual refine edge reserved neural network for semantic segmentation[J]. Multimedia Tools and Applications. (2018, SCI IV, CCF C, IF:1.402, 78(13), 18229-18247.)
4. Wen Su, Haifeng Zhang, Jia Li, Wenzhen Yang, Zengfu Wang. Monocular Depth Estimation as Regression of Classification using Piled Residual Networks[C]. Proceedings of the 27th ACM International Conference on Multimedia. ACM, 2019: 2161-2169. (EI, Top, CCF A)
5. Wen Su and Zengfu Wang, Regularized Fully Convolutional Networks for RGB-D Semantic Segmentation [C]. IEEE International Conference on Visual Communications and Image Processing, IEEE VCIP 2016 November 27-30.(EI number:20170503316972 ISBN:9781509053162)
6. Haifeng Zhang, Wen Su, Jun Yu, Zengfu Wang, Weakly Supervised Local-Global Relation Network for Facial Expression Recognition[C]. IJCAI2020. (EI, Top, CCF A)
7. Haifeng Zhang, Wen Su, Zengfu Wang. Expression-Identity Fusion Network for Facial Expression Recognition [C]. ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE, 2019: 2122-2126. (CCF B,EI Index)
8. Haifeng Zhang, Wen Su, Zengfu Wang, Identity-Expression Dual Branch Network for Facial Expression Recognition[J] IEEE Transactions on Cognitive and Developmental Systems. (SCI II, IF:2.755)
9. Jia Li, Wen Su and Zengfu Wang. Simple Pose: Rethinking and Improving a Bottom-up Approach for Multi-Person Pose Estimation [C]. The Thirty-Fourth AAAI Conference on Artificial Intelligence. (EI Top, CCF A,EI Index)
10. Jiwei Chen, Wen Su, Zengfu Wang. Crowd counting with crowd attention convolutional neural network[J]. Neurocomputing, 2020(382):210-220.
联系方式
● 通讯地址:浙江省杭州市下沙高教园区2号大街928号600cc大白菜官网15号楼
● Email: wensu@zstu.edu.cn; wensu09@sina.cn