师资队伍

教授

控制科学与工程

bin.fan@ieee.org

樊彬

个人信息

教育经历:

2002年至2006年,北京化工大学,学士

2006年至2011年,中国科学院自动化研究所,博士(硕博连读)

工作经历:

2011年至2020年,中国科学院自动化研究所,模式识别国家重点实验室

2020年至2022年,北京科技大学,自动化学院

2022年至今,北京科技大学,智能科学与技术学院

研究方向:

计算机视觉、多模态协同感知、人工智能应用

代表性成果:

论著:

[1] Bin Fan, Qingqun Kong, Baoqian Zhang, Hongmin Liu, Chunhong Pan, and Jiwen Lu. "Efficient Nearest Neighbor Search in High Dimensional Hamming Space". Pattern Recognition, 2020 [2] Liang Yan#, Bin Fan#, Hongmin Liu, Chunlei Huo, Shiming Xiang, and Chunhong Pan. "Triplet Adversarial Domain Adaptation for Pixel-level Classification of VHR Remote Sensing Images". IEEE Transactions on Geoscience and Remote Sensing, 2020.

[2] Yongcheng Liu, Bin Fan*, Lingfeng Wang, Jun Bai, Shiming Xiang, and Chunhong Pan ”Semantic Labeling in Very High Resolution Images via A Self-Cascaded Convolutional Neural Network”. ISPRS Journal of Photogrammetry and Remote Sensing, 2018.

[3] Kun Ding, Chunlei Huo, Bin Fan*, Shiming Xiang, and Chunhong Pan. “In Defense of Locality-Sensitive Hashing”. IEEE Transactions on Neural Networks and Learning Systems, 2018.

[4] Hengliang Luo, Yi Yang, Bei Tong, Fuchao Wu, and Bin Fan*. "Traffic Sign Recognition Using Multi-task Convolutional Neural Network". IEEE Transactions on Intelligent Transportation Systems, 2018.

[5] Xinchao Wang, Bin Fan*, Shiyu Chang, Zhangyang Wang, Xianming Liu, Dacheng Tao, and Thomas S. Huang. "Greedy Batch-based Minimum-cost Flows for Tracking Multiple Objects". IEEE Transactions on Image Processing, 2017.

[6] Zhenhua Wang, Bin Fan*, Gang Wang, and Fuchao Wu. "Exploring Local and Overall Ordinal Information for Robust Feature Description". IEEE Transactions on Pattern Analysis and Machine Intelligence, 2016.

[7] Bin Fan, Fuchao Wu, and Zhanyi Hu, "Rotationally Invariant Descriptors using Intensity Order Pooling", IEEE Transaction on Pattern Analysis and Machine Intelligence, 2012.

项目:

主持国家自然科学基金优青、面上、青年,以及华为、阿里等企业委托项目10余项。