þ Master Supervisor

Current Professional Societies

The 10th Committee of Beijing Association for Science and Technology

Secretary-general of Beijing Association for Artificial Intelligence

Research Areas

Artificial Intelligence

Computer Vision

SLAM

Robot Navigation

Honors

High-Caliber Talents Project of Beijing Municipal Institutions

Wu Wenjun Artificial Intelligence Technical Invention Award

Publications

[1] Haoqing Li; Jinfu Yang; Yifei Xu; Runshi Wang; A Level Set Annotation Framework With Single-Point Supervision for Infrared Small Target Detection, IEEE Signal Processing Letters, 2024, 31：451-455. 

[2] Runshi Wang; Jinfu Yang; Yifei Xu; Haoqing Li; A Coarse-to-Fine Small Object Detection Framework Based on a Background Complexity Classification Strategy, Neural Computing and Applications, 2024.

[3] Fuji Fu; Jinfu Yang; Jiahui Zhang; Jiaqi Ma; MATC-Net: Learning compact sequence representation for hierarchical loop closure detection, Engineering Applications of Artificial Intelligence, 2023, 125：106734. 

[4] Jiahui Zhang; Jinfu Yang; Jiaqi Ma; Monocular visual-inertial odometry leveraging point-line features with structural constraints, The Visual Computer, 2023, 40：647-661. 

[5] Jiahui Zhang; Jinfu Yang; Fuji Fu; Jiaqi Ma; Structural asymmetric convolution for wireframe parsing, Engineering Applications of Artificial Intelligence, 2023, 128：107410. 

[6] Lin Song; Jinfu Yang; Qingzhen Shang; Mingai Li; Dense Face Network: A Dense Face Detector Based on Global Context and Visual Attention Mechanism, Machine Intelligence Research, 2022, 19(3)：247-256. 

[7] Xue Yan; Jinfu Yang; Yubin Liu; Lin Song; Multimodal based attention-pyramid for predicting pedestrian trajectory, Journal of Electronic Imaging, 2022, 31(05)：053008-1-15. 

[8] Kang Wang; Jinfu Yang; Shuai Yuan; Mingai Li; A lightweight network with attention decoder for real-time semantic segmentation, The Visual Computer, 2021, 38：2329-2339. 

[9] Yaping Li; Jinfu Yang; Zhiyong Li; Long short-term memory improved Siamese network for robust target tracking, Journal of Electronic Imaging, 2021, 30(01)：013017 -1-17. 

[10] Hao Yu; Xiaofeng Chen; Zhenning Li; Guohui Zhang; Pan Liu; Jinfu Yang; et al.; Taxi-Based Mobility Demand Formulation and Prediction Using Conditional Generative Adversarial Network-Driven Learning Approaches, IEEE Transactions on Intelligent Transportation Systems, 2019, 20(10):3888-3899. 

[11] Jinfu Yang, Ying Wang, Guanghui Wang, Ming-ai Li, Salient object detection based on global multi-scale superpixel contrast, IET Computer Vision, 2017, 11(8):710-716.

[12] Jinyu Gao, Jinfu Yang, A novel feature extraction method for scene recognition based on Centered Convolutional Restricted Boltzmann Machines, Neurocomputing, vol.214: 708-717, 2016.

[13] Mingai Li, Xinyong Luo, Jinfu Yang, Extracting the nonlinear features of motor imagery EEG using parametric t-SNE, Neurocomputing, vol. 218: 371-381, 2016.

[14] Cong Chen, Guohui Zhang, Jinfu Yang, John C. Milton, Adelamar Dely Alcantara, An explanatory analysis of driver injury severity in rear-end crashes using a decision table/Naive Bayes (DTNB) hybrid classifier, Accident Analysis and Prevention, vol.90: 95~107, 2016.

[15] Jinfu Yang, Shanshan Zhang, Guanghui Wang, Mingai Li. Scene and place recognition using a hierarchical latent topic model. Neurocomputing, 2015, vol.148: 578-586.

Personal Statement

Jinfu Yang received the Ph.D. degree in pattern recognition and intelligent systems from National Laboratory of Pattern Recognition, Chinese Academy of Sciences, Beijing, China, in 2006. He is currently a professor with the Faculty of Information Technology(FIT), Beijing University of Technology(BJUT), Beijing. As a visiting scholar, he worked one year (from Jul. 2013 to Jul. 2014) at department of Systems Design Engineering in University of Waterloo. His current research interests include Artificial Intelligence, computer vision and robot navigation.