中文 English

Professor JIA Yunde

 

Beijing Lab of Intelligent Information Technology

School of Computer Science

Beijing Institute of Technology

Beijing100081, PR China

 

Tel: 86-10-6891-4849

Email: jiayunde at bit.edu.cn

http://iitlab.bit.edu.cn/mcislab/

 

 

JIA Yunde is a professor of computer science at Beijing Institute of Technology (BIT), and the team head of BIT innovation on vision and media computing. He serves as the director of Beijing Lab of Intelligent Information Technology. Professor JIA has previously served as the vice dean of Computer Science Department, vice chair of Information Science School, and executive chair of Computer Science School at BIT between 2001 to 2009. He was a visiting scientist at Carnegie Mellon University (CMU) between 1995 and 1997, and visiting fellow at the Australian National University (ANU) in 2011. He received the BS, MS and PhD degrees in Mechatronics from the BIT in 1983, 1986 and 2000, respectively. His research interests include computer vision, media computing and intelligent systems.

Courses

Computational Perception (Graduate students)Fall.

Introduction to Computer Science (Undergraduate), Fall.

Research Projects

1.       Computer Vision

2.       Machine Learning and Image Understanding

3.       Face Recognition Technology

4.       Intelligent Human Computer Interaction

5.       Embedded Visual Computing

6.       Intelligent Robot System

 

Selected International Journal and Conference Papers

(2016)

1. YANG Jiaolong, LI Hongdong, and JIA Yunde, Go-ICP: A Globally Optimal Solution to 3D ICP Point-Set Registration, IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), online.

2. LIU Cuiwei, WU Xinxiao, and JIA Yunde, Transfer Latent SVM for Joint Recognition and Localization of Actions in Videos, IEEE Transactions on Cybernetics (T-CYB), online.[pdf]

3.   YANG Min, JIA Yunde, Temporal Dynamic Appearance Modeling for Online Multi-Person Tracking, Computer Vision and Image Understanding (CVIU), online.[pdf]

4.   WANG Yucheng, ZHANG Jian, WU Qiang, CHOU Philip, ZHANG Zhengyou, JIA Yunde, Handling Occlusion and Large Displacement through Improved RGB-D Scene Flow Estimation, IEEE Transactions on Circuits and Systems for Video Technology (T-CSVT), 26(7): 1265-1278, 2016.[pdf]

5.   YANG Min, WU Yuwei, PEI Mingtao, MA Bo, and JIA Yunde, Online Discriminative Tracking with Active Example Selection, IEEE Transactions on Circuits and Systems for Video Technology (T-CSVT), 26(7): 1279-1292, 2016.[pdf]

6.   DONG Zhen, LIANG WeiWU Yuwei, PEI Mingtao and JIA YundeNonnegative Correlation Coding for Image Classification. SCEINCE CHINA Information Science, 59(1): 1-14, 2016.

7.   LIU Cuiwei, WU Xinxiao, and JIA Yunde, A Hierarchical Video Description for Complex Activity Understanding, International Journal of Computer Vision (IJCV), 118(2): 240-255, 2016.[pdf]

8. SHEN Jiajun, XU Bin, PEI Mintao, JIA Yunde, A Low-Cost Tele-Presence Wheelchair System. In Proc. of IEEE/RSJ Int. Conf. on Robots and Intelligent Systems (IROS), South Korea, 2016.[pdf]

(2015)

1. JIA Yunde, XU Bin, SHEN Jiajun, PEI Mintao, DONG Zhen, HOU Jingyi, YANG Min, Telepresence Interaction by Touching Live Video Images, arXiv:1512.04334, 2015.[pdf]

2. WU Yuwei, YUAN Junsong, ZHANG Jian, LI Peihua and JIA Yunde. Manifold Kernel Sparse Representation of Symmetric Positive Definite Matrices and Its Applications, IEEE Transactions on Image Processing (T-IP), 24(11): 3729-3741, 2015.

3.   YANG Min, PEI mingtao, WU Yuwei, and JIA Yunde, Learning Online Structural Appearance Model for Robust Object Tracking, SCEINCE CHINA Information Science, 58(3): 1-14, 2015.[pdf]

4. WU Xinxiao, WANG Han, LIU Cuiwei, and JIA Yunde, Cross-view Action Recognition over Heterogeneous Feature Spaces, IEEE Transactions on Image Processing(T-IP), 24(11): 4096-4108, 2015.[pdf]

5. QIN Xiameng, SHEN Jianbing, MAO Xiaoyang, LI Xuelong, and JIA Yunde, Robust Match and Fusion using Optimization, IEEE Transactions on Cybernetics (T-CYB), 45(8):1549-1560, 2015.

6. WU Yuwei, PEI Mingtao, YANG Ming, YUAN Junsong, and JIA Yunde, Robust Discriminative Tracking via Landmark-based Label Propagation, IEEE Transactions on Image Processing (T-IP), 24(5): 1510-1523, 2015.[pdf]

7. DONG Zhen, WU Yuwei, PEI Mingtao and JIA YundeVehicle Type Classification Using Semi-Supervised Convolutional Neural Network, IEEE Transactions on Intelligent Transportation Systems (T-ITS) 16(4): 2247-2256, 2015.[pdf]

8. QIN Xiameng, SHEN Jianbing, MAO, LI Xuelong, and JIA Yunde, Dense Correspondence using Structured-Patch Optimization, IEEE Transactions on Multimedia (T-MM), 17(3):295-306, 2015.

 (2014)

1. WANG Han, WU Xinxiao, FENG Yang, and JIA Yunde, Video Annotation via Image Groups from the Web, IEEE Transactions on Multimedia (T-MM), 16(5):1282-1291, 2014.[pdf]

2. KONG Yu, JIA Yunde, and FU Yun, Interactive Phrases: Semantic Descriptions for Human Interaction Recognition, IEEE Transactions on Pattern Recognition and Machine Intelligence (T-PAMI), 36(9):1775-1788, 2014.

3. WU Yuwei, MA Bo, YANG Min, ZHANG Jian, and JIA Yunde, Metric Learning based Structural Appearance Model for Robust Visual Tracking, IEEE Transactions on Circuits and Systems for Video Technology (T-CSVT), 24(5):865-877, 2014.[pdf]

4. WANG Han, LIU Xiabi, WU Xinxiao, and JIA Yunde, Cross-Domain Structural Model for Video Event Annotation via Web Images, Multimedia Tools and Applications, 1-18, 2014.

5. KONG Yu, LIANG Wei, DONG Zhen, and JIA Yunde, Recognition Human interaction from Videos by a Discriminative Model, IET Computer Vision, 8(4):277–286, 2014.

6. YANG Jiaolong, LI Hongdong, and JIA Yunde, Optimal Essential Matrix Estimation in the Presence of Outliers, European Conference on Computer Vision (ECCV2014), Switzerland, 2014.

 (2013)

1. WU Xinxiao, XU Dong, DUAN Lixin, LUO Jiebo, and JIA Yunde, Action recognition using multi-level features and latent structural SVM, IEEE Transactions on Circuits and Systems for Video Technology (T-CSVT), 23(8):1422-1431, 2013.[pdf]

2. WU Yuwei, WANG Yuanquan, and JIA Yunde, Adaptive Diffusion Flow Active Contours for Image Segmentation, Computer Vision and Image Understanding (CVIU), 117(10):1421-1435, 2013.

3. WU Yuwei, WANG Yuanquan, and JIA Yunde, Segmentation of the left ventricle in cardiac cine MRI using shape-constrained active contours with a novel external force, Computer Vision and Image Understanding (CVIU), 117(9):990-1003, 2013.

4. YANG Jiaolong, LI Hongdong, and JIA Yunde, Globally-Optimal ICP: Solving the 3D Registration Problem Efficiently and Globally Optimally, IEEE International Conference on Computer Vision (ICCV2013), Australia, 2013.

5. WU Xinxiao, WANG Han, LIU Cuiwei, and JIA Yunde, Cross-view Action Recognition over Heterogeneous Feature Spaces, IEEE International Conference on Computer Vision (ICCV2013), Australia, 2013.[pdf]

6. SONG Xi, WU Tianfu, JIA Yunde and ZHU Songchun, Discriminatively Trained And-Or Tree Models for Object Detection, IEEE International Conference on Computer Vision and Pattern Recognition (CVPR2013), USA, 2013.

(2012)

1. ZHAO Youdong, GONG Haifeng, JIA Yunde, and ZHU Song-Chun, Background Modeling by Subspace Learning on Spatio-Temporal Patches, Pattern Recognition Letters 33(9):1134-1147, 2012.

2. CHEN Lei, JIA Yunde, and LI Mingxiang, An FPGA-Based RGBD Imager, Machine Vision and Applications, Machine Vision and Applications (MVA), 23(3):513-525, 2012.

3. KONG Yu, JIA Yunde and FU Xin, Learning Human Interaction by Interactive Phrases, European Conference on Computer Vision (ECCV2012), Italy, 2012.

4. WU Xinxiao and JIA Yunde, View-Invariant Action Recognition using Latent Kernelized Structural SVM, European Conference on Computer Vision (ECCV2012), Italy, 2012.[pdf]

5. ZHAO Youdong, SONG Xi and JIA Yunde, On the Dimensionality of Video Bricks under Varying Illumination, IEEE International Conference on Computer Vision and Pattern Recognition (CVPR2012), USA, June 2012.

6. JIA Yunde and QIN Xiameng, A Stereovision System with an Embedded Calibration Tool, The Intelligent Vehicles Symposium (IV2012), Spain, June 2012. [pdf]

(2011)

1. KONG Yu, ZHANG Xiaoqin, HU Weiming, and JIA Yunde, Learning Adaptive Codebook for Action Recognition, Pattern Recognition Letter 32(8):1178-1186, 2011.

2. PEI Mintao, JIA Yunde, and ZHU Songchun, Parsing Video Events with Goal inference and Intent Prediction, IEEE International Conference on Computer Vision (ICCV2011), Spain, 2011

3. SHEN Jianbing, YANG Xiaoshan, JIA Yunde and LI Xuelong, Intrinsic Images Using Optimization, IEEE International Conference on Computer Vision and Pattern Recognition (CVPR2011), USA, June 2011.

 (2010)

1. WU Xinxiao, JIA Yunde and LIANG Wei, Incremental Discriminant-Analysis of Canonical Correlations for Action Recognition, Pattern Recognition, 43(12):4190-4197, 2010.

2. HAN Lei, WU Xinxiao, LIANG Wei, HOU Guangmin and JIA Yunde, Discriminative Human Action Recognition in the Learned Hierarchical Manifold Space, Imaging and Vision Computing (IVC), 28(5):836–849, 2010.

3. LI Shanqing and JIA Yunde, A Multimodal Labeling Interface for Wearable Computing, International Conference on Intelligent User Interface (IUI2010), HK, Feb. 2010.