Title：Associate Professor
E-mail：hzeng@ustb.edu.cn
Office：Mechanical and Electrical Information Building, 705#
Education：
Thesis title: Study on Visual Metrology and Pose Determination
Advisor: Prof. Zhanyi Hu
M.E., Pattern Recognition and Intelligent System Sept. 2001—June 2004
Shandong University, Jinan, P.R.China
Thesis title: Neural Network based Position Coordination Control of Robot Eye-in-hand System
Advisor: Prof. Jiaheng Lin
B.E., Automation Sept. 1997—June 2001
Shandong University, Jinan, P.R.China
Work experience：
Associate Professor, School of Automation and Electrical Engineering, University of Science and Technology Beijing, Beijing, P.R.China July 2012—Present
Visiting Scholar, Department of Electrical Engineering and Computer Science, University of Kansas Dec. 2017—Dec. 2018
Visiting Scholar, Department of Automation, Tsinghua University Sept. 2014—July 2015
Assistant Professor, School of Automation and Electrical Engineering, University of Science and Technology Beijing, Beijing, P.R.China July 2007—July 2012
Research Interests：
Computer vision, machine learning, image analysis and understanding
Courses：
Pattern Recognition, Image Processing and Analysis, Artificial Intelligence and Its Application
Selected Publications：
[1]Hui Zeng, Haipeng Yu, Wenli Liu, Wei Sun. Gradient Direction Accumulation-based Heat Kernel Signature Descriptor for Nonrigid 3D Model Retrieval. International Journal of Pattern Recognition and Artificial Intelligence. 2019, 33(7), 1955008.
[2] Hui Zeng, Ran Zhang, Xiuqing Wang, Dongmei Fu, Qingting Wei. Dempster–Shafer evidence theory-based multi-feature learning and fusion method for non-rigid 3D model retrieval. IET Computer Vision. 2019, 13(3), pp: 261-266.
[3] Hui Zeng, Qi Wang, Jiwei Liu. Multi-Feature Fusion Based on Multi-View Feature and 3D Shape Feature for Non-Rigid 3D Model Retrieval. IEEE Access, 2019, vol. 7.
[4] Hui Zeng, Bin Yang, Xiuqing Wang, Jiwei Liu, Dongmei Fu. RGB-D Object Recognition Using Multi-Modal Deep Neural Network and DS Evidence Theory. Sensors, 2019, 19(2), pp: 1-9.
[5] Hui Zeng, Yanrong Liu, Jiwei Liu, Dongmei Fu. Non-Rigid 3D Model Retrieval Based on Quadruplet Convolutional Neural Networks. IEEE Access, 2018, 6(11), pp: 76087-76097.
[6] Hui Zeng, Wenli Liu, Haipeng Yu, Jiwei Liu. Scale-Invariant Local Feature Extraction Method for Non-Rigid 3D Model. Beijing Ligong Daxue Xuebao/Transaction of Beijing Institute of Technology. 2018, 38(6), pp:619-624.
[7] Hui Zeng, Yanrong Liu, Siqi Li, Jianyong Jian, Xiuqing Wang. Convolutional neural network based multi-feature fusion for non-rigid 3D model retrieval. Journal of Information Processing Systems. 2018, 14(1), pp: 176-190.
[8] Hui Zeng, Huijuan Wang, Jiyuan Dong. Robust 3D keypoint detection method based on double Gaussian weighted dissimilarity measure. Multimedia Tools And Applications, 2017, 76(2),pp: 26377-26389.
[9] Hui Zeng, Siqi Li, Huijuan Wang, Jiwei Liu. Extraction method of histogram of oriented gradient based heat kernel signatures. Yi Qi Yi Biao Xue Bao/Chinese Journal of Scientific Instrument, 2017, 38(4), pp: 844-852.
[10] Mingming Huang, Zhichun Mu, Hui Zeng, Efficient image classification via sparse coding spatial pyramid matching representation of SIFT-WCS-LTP feature, IET Image Processing, 10(1), 2016, pp:61-67.
[11] Hui Zeng, Huijuan Wang, Siqi Li, Non-rigid 3D Model Retrieval Based on Weighted Bags-of-Phrases and LDA, Chinese Conference on Pattern Recognition, 2016, pp:1-12.
[12] Hui Zeng, Xiuqing Wang, Yu Gu, Center Symmetric Local Multilevel Pattern Based Descriptor and Its Application in Image Matching, International Journal of Optics, 2016, Article ID 1584514, 9 pages.
[13] Mingming Huang, Zhichun Mu, Hui Zeng, Shuai Huang, Local image region description using orthogonal symmetric local ternary pattern, Pattern Recognition Letters, 2015, Vol. 54, No. 3, pp:56-62.
[14] Hui Zeng, Rui Zhang, Mingming Huang, Xiuqing Wang, Compact Local Directional Texture Pattern for Local Image Description, Advances in Multimedia, 2015, Article ID 360186, 10 pages.
[15] Mingming Huang, Zhichun Mu, Hui Zeng, Hongbo Huang, A novel approach for interest point detection via laplacian-of-bilateral filter, Journal of Sensors, 2015, Article ID 685154, 9 pages.
[16] Hui Zeng, Rui Zhang, Mingming Huang, Improved 3D Local Feature Descriptor Based on Rotational Projection Statistics and Depth Information, Communications in Computer and Information Science, 2015 CCCV, Vol(547), pp:139-147.
[17] Mingming Huang, Zhichun Mu, Hui Zeng, Local Interest Region Description Using Multiple Support Regions, Journal of Optics, April 24, 2015, pp:1-8.
[18] Jiyuan Dong, Hui Zeng, Zhichun Mu, Dongmei Fu, Ear recognition under variable pose via local tangent space alignment, Jisuanji Fuzhu Sheji Yu Tuxingxue Xuebao/Journal of Computer-Aided Design and Computer Graphics, Vol. 27, No.5, 2015, pp:855-863.
[19] Baoqing Zhang, Zhichun Mu, Chen Li, Hui Zeng, Robust classification for occluded ear via Gabor scale feature-based non-negative sparse representation, Optical Engineering, 2014, 53(6), pp 1-11.
[20] Baoqing Zhang, Zhichun Mu, Hui Zeng, Ear recognition under random occlusion via non-negative sparse representation, Jisuanji Fuzhi Sheji Yu Tuxingxue Xuebao/Journal of Computer-Aided Design and Computer Graphics, Vol. 26, No. 8, 2014, pp:1339-1345.
[21] Baoqing Zhang, Zhichun Mu, Hui Zeng, Hongbo Huang. Ear recognition based on Gabor scale information, Proceedings of 2013 International Conference on Wavelet Analysis and Pattern Recognition, 2013, pp: 153-157.
[22] Hui Zeng, Baoqing Zhang, Zhichun Mu, Han Wu, Xiuqing Wang, Local Weighted Dissimilarity Measure Based Multiscale 3D Keypoint Detection, IEEE Seventh International Conference on Image and Graphics (ICIG), 2013, pp 302-306.
[23] Cong Liu, Zhichun Mu, Kai Wang, Hui Zeng, 3D ear modeling based on SFS, Proceedings of the World Congress on Intelligence Control and Automation , 2012, pp: 4837-4841.
[24] Hui Zeng, Zhichun Mu, Xiuqing Wang, A robust method for local image feature region description, Zidonghua Xuebao/Acta Automatica Sinica, 2010, Vol. 37, No. 6, pp: 658-664.
[25] Hui Zeng, Ji-Yuan Dong, Zhi-chun Mu, Yin Guo. Ear Recognition Based on 3D Keypoint Matching. The 10th IEEE International Conference on Signal Processing, 2010, October 24-28, pp: 1694-1697.
[26] Hui Zeng, Zhi-Chun Mu, Kai Wang, Chao Sun, Automatic 3D Ear Reconstruction Based on Binocular Stereo Vision, IEEE International Conference on Systems, Man, and Cybernetics, October 11-14,San Antonio, Texas, USA, 2009.
[27] Hui Zeng, Zhi-chun Mu, Li Yuan, Shuai Wang, Ear Recognition Based on the SIFT Descriptor with Global Context and the Projective Invariants, the 5th International Conference on Image and Graphics, 2009, pp:973-977.
[28] Hui Zeng, Xiaoming Deng, Zhanyi Hu, A New Normalized Method on Line-Based Homography Estatimation, Pattern Recognition Letters, Volume.29,Issue.9, July 2008, pp: 1236-1244.
Representative projects：
"Research on Key Technologies of Non-rigid 3D Shape Analysis and Description", National Natural Science Foundation of China (Grant No. 61375010), 1/1/2014-12/31/2017, Principal Investigator
Shape description in Non-rigid 3D model retrieval”, Beijing Higher Education Young Elite Teacher Project (Grant No.YETP0375), 7/1/2014-12/31/2016, Principal Investigator
"Image Classification Based on Local Descriptor", Fundamental Research Funds for the Central Universities (Grant No. FRF-TP-14-120A2), 9/1/2014-8/31/2015, Principal Investigator
"Research on Theories and Methods of 3D Invariant Feature Extraction", National Natural Science Foundation of China (Grant No. 61005009), 1/1/2011-12/31/2013, Principal Investigator
"Research on Key Problems in 3D Model Shape Matching and Retrieval", Fundamental Research Funds for the Central Universities (Grant No. FRF-TP-12-100A), 1/1/2012-12/31/2013, Principal Investigator
"Ore Image Analysis System", Industrial Project, 1/1/2014-12/31/2014, Principal Investigator
"Automatic Fault Recognition Based on Freight Train Image", Industrial Project, 1/1/2012-12/31/2012, Principal Investigator
"Face and Ear Based Multimodal Biometrics Fusing Structural and Textural Information in Unconstrained Environments", National Natural Science Foundation of China (Grant No. 61472031), 1/1/2015-12/31/2018, Main Participator
"Research on Key Problems of Image Understanding Based on Visual Cognitive Mechanism", National Natural Science Foundation of China (Grant No. 6170116), 1/1/2012-12/31/2015, Main Participator
"3D Ear Recognition Based on 2D Image", National Natural Science Foundation of China (Grant No. 60973064), 1/1/2010-12/31/2012, Main Participator
"3D Terrain Reconstruction Based on High Resolution Aerial Image", Open Project Foundation of National Laboratory of Pattern Recognition, 1/1/2008-12/31/2009, Principal Investigator
Honors & Awards：
Awarded the title of "Excellent Graduates" by the Chinese Academy of Sciences, 2007.
The lecture "Pattern Recognition" won the title of "Inspection Free Course" of the 8th Beijing University of Science and Technology, 2011.
The second prize of the 25th Beijing University of Science and Technology Educational and Teaching Achievement Award, 2012.
The lecture "Digital Image Processing" was awarded the title of "Inspection Free Course" of the 10th Beijing University of Science and Technology, 2013.
Awarded the title of "I love my teacher - the best teacher (professional course) in my mind" in the 15th session of Beijing University of Science and Technology, 2014.
