General
Laiyun Qing
Email: lyqing@gucas.ac.cn
Telephone:
Address: 3 Nianyitiao, Zhongguancun, Haidian, Beijing
Postcode: 100190
Email: lyqing@gucas.ac.cn
Telephone:
Address: 3 Nianyitiao, Zhongguancun, Haidian, Beijing
Postcode: 100190
Research Areas
Machine Learning, Computer Vision and Computer Graphics
Education
2005, PhD in Computer Science, Graduate University of Chinese Academy of Sciences, Beijing
1999, Master in Computer Science, Northeast University, Shenyang
1996, Bachelor in Computer Science, Northeast University, Shenyang
1999, Master in Computer Science, Northeast University, Shenyang
1996, Bachelor in Computer Science, Northeast University, Shenyang
Experience
Work Experience
2005~present Graduate University, Chinese Academy of Sciences
2011 Visited Rutgers University, The State University of New Jersey for a year
1999-2000 Guangzhou JiPeng Group Ltd.
2011 Visited Rutgers University, The State University of New Jersey for a year
1999-2000 Guangzhou JiPeng Group Ltd.
Teaching Experience
Machine Learning (2012 Spring, 2010 Fall, 2009 Fall, 2008 Fall, 2007 Fall, 2006 Fall, 2006 Spring)
Data Compression ( 2010 Spring, 2009 Spring, 2008 Spring, 2007 Spring)
Data Compression ( 2010 Spring, 2009 Spring, 2008 Spring, 2007 Spring)
Publications
Papers
2011
[1] Fang Fang, Laiyun Qing, Chongxiu Wang, Jun Miao, Xilin Chen and Wen Gao, Attention Driven Face Recognition: Learning from Human Vision System, International Journal of Computer Science Issues, vol.8, no.5, pp.8-13,Sept.2011
[2] Jun Miao Lijuan Duan, Laiyun Qing and Yuanhua Qiao, An Improved Neural Architecture for Gaze Movement Control in Target Searching, In Proceedings of IEEE International Joint Conference on Neural Networks,IJCNN,2011, San Jose, USA, pp.2341-2348, Aug.2011
[3] Fang Fang, Laiyun Qing, Jun Miao, Xilin Chen and Wen Gao, Saliency Detection Based on Scale Selectivity of Human Visual System, 2011 International Conference on Neural Information Processing’2011, Shanghai, China, pp.172-181, Nov.2011
[4] Lijuan Duan, Chunpeng Wu, Haitao Qiao, Jili Gu, Jun Miao, Laiyun Qing and Zhen Yang, Bio-inspired Visual Saliency Detection and its Application on Image Retargeting, International Conference on Neural Information Processing’2011, Shanghai, China, pp.182-189, Nov.2011
[5] Lijuan Duan, Chunpeng Wu, Jun Miao, Laiyun Qing and Yu Fu, Visual Saliency Detection by Spatially Weighted Dissimilarity, IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2011, Colorado Springs, USA, pp.473-480, Jun.2011
[6] Chongxiu Wang, Laiyun Qing, Jun Miao, Fang Fang, Xilin Chen, Attention Driven Face Recognition: A Combination of Spatial Variant Fixations and Glance, IEEE International Conference on Automatic Face and Gesture Recognition 2011, Santa Barbara, USA, pp.740-745, Mar.2011
2010
[1] Jun Miao, Laiyun Qing, Baixian Zou, Lijuan Duan and Wen Gao, Top-down Gaze Movement Control in Target Search using Population Cell Coding of Visual Context, IEEE Transactions on Autonomous Mental Development, vol.2, no.3, 196-215,Sept.2010
[2] Chen Chi, Laiyun Qing, Jun Miao and Xilin Chen, Evaluation of the Impetuses of Scan Path in Real Scene Searching, in Proceedings of International Workshop on Gaze Sensing and Interactions, IWGSI’10, Queenstown, New Zealand, Nov.08, 2010
[3] Jun Miao, Baixian Zou, Laiyun Qing, Lijuan Duan and Yu Fu, Learning Internal Representation of Visual Context in a Neural Coding Network, in Proceedings of International Conference on Artificial Neural Networks’2010, ICANN’10, Thessaloniki, Greece, Sept.15, 2010
[4] Hu Han, Shiguang Shan, Laiyun Qing, Xilin Chen and Wen Gao, Lighting Aware Preprocessing for Face Recognition across Varying Illumination, in proceeding of European Conference on Computer Vision, ECCV2010, Crete, Greece, pp.308-321, Sept.2010
[5] Fang Fang, Jun Miao, Laiyun Qing and Wen Gao, A Visual Search System based on Multi-scale Population Cell Coding, in Proceedings of IEEE International Conference on Cognitive Informatics, ICCI, Beijing, China, Jul.7-9, 2010
2009
[1] Zhiguo Ma, Laiyun Qing, Jun Miao and Xilin Chen, Advertisement evaluation using visual saliency based on foveated image, in Proceedings of IEEE International Conference on Multimedia & Expo’2009 ,ICME’09, New York, USA, Jun.2009
[2] Jun Miao, Laiyun Qing, Lijuan Duan and Baixian Zou, Single vs. Population Cell Coding: Gaze Movement Control in Target Search, in Proceedings of IEEE International Joint Conference on Neural Networks’2009 ,IJCNN’09, Atlanta, USA, Jun.2009
2008
[1] Jun Miao, Lijuan Duan, Laiyun Qing, Wen Gao, Xilin Chen and Yuan Yuan, Spatial relationship representation for visual object searching, Neurocomputing, vol.71(10-12), pp.1813-1823,2008
[2] Fang Fang, Zhiguo Ma, Laiyun Qing, Jun Miao, Xilin Chen and Wen Gao, Face Reconstruction Using Fixation Positions and Foveated Imaging, in Proceedings of International Conference on Automatic Face And Gesture Recognition, Amsterdam, The Netherlands, Sept.2008
[3] Shiguang Shan, Bo Cao, Yu Su, Laiyun Qing, Xilin Chen and Wen Gao, Unified Principal Component Analysis with Generalized Covariance Matrix for Face Recognition, in proceedings of IEEE Computer Society International Conference on Computer Vision and Pattern Recognition, CVPR2008, Anchorage, Alaska, U.S.A, Jun.2008
[4] Jun Miao, Lijuan Duan, Laiyun Qing, Xilin Chen and Wen Gao, Visual Context Representation Using a Combination of Feature-driven and Object-driven Mechanisms, in Proceedings of Int’l Joint Conf. on Neural Network, IJCNN 2008, Hong Kong,China, pp.3799-3804, Jun.2008
[5] Wenchao Zhang, Shiguang Shan, Laiyun Qing, Xilin Chen and Wen Gao. Are Gabor phases really useless for face recognition? Pattern Analysis and Applications, 2008
2007
[1] Junbiao Pang, Laiyun Qing, Qingming Huang, Shuqiang Jiang and Wen Gao, MONOCULAR TRACKING 3D PEOPLE BY GAUSSIAN PROCESS SPATIO-TEMPORAL VARIABLE MODEL, The 14th IEEE International Conference on Image Processing, San Antonio, Texas, pp.41-44, Sept.16-19, 2007
[2] Qianhui Ning, Weiqiang Wang, Caifeng Zhu, Laiyun Qing and Qingming Huang, A Fast Approach for Natural Image Matting Using Structure Information, 2007 IEEE International Conference on Multimedia and Expo (ICME 2007), Beijing, China, pp1399-1402, Jul.02-05, 2007
[3] Jun Miao, Laiyun Qing, Lijuan Duan and Wen Gao, Searching Eye Centers Using a Context-Based Neural Network, Proc. 4th International Symposium on Neural Networks (ISNN’07)
[4] Jun Miao, Laiyun Qing, Lijuan Duan, Xilin Chen and Wen Gao，Sparse Coding of Visual Context, Proc. International Conference on Cognitive Neurodynamics’2007 (ICCN’07)
2006
[1] Laiyun Qing, Shiguang Shan, Xilin Chen and Wen Gao, Face Recognition under Varying Lighting Based on the Probabilistic Model of Gabor Phase, International Conference on Pattern Recognition, ICPR 2006, Hong Kong, Aug.20-24, 2006
[2] Xiujuan Chai, Shiguang Shan, Laiyun Qing and Wen Gao, Pose Estimation based on Gaussian Error Models, Proceeding of International Conference on Biometrics (ICB2006), Lecture Notes on Computer Sciences (LNCS3832), D.Zhang, A.Jain (Eds.), HongKong, China, pp136-143, Jan.05-07, 2006
2005 & Before:
[1] Laiyun Qing, Shiguang Shan, Wen Gao and Bo Du, Face Recognition under Generic Illumination Based on Harmonic Relighting, International Journal of Pattern Recognition and Artificial Intelligence, vol.19, no.4, pp513-531,Jun.2005
[2] Xiujuan Chai, Laiyun Qing, Shiguang Shan, Xilin chen and Wen Gao, Pose Invariant Face Recognition Under Arbitrary Illumination Based on 3D Face Reconstruction, Audio- and Video-Based Biometric Person Authentication: 5th International Conference(AVBPA 2005),LNCS 3546,pp956-965, Jul.20-22, 2005
[3] Bo Du, Shiguang Shan, Laiyun Qing and Wen Gao, Empirical Comparisons of Several Preprocessing Methods for Illumination Insensitive Face Recognition, ICASSP2005,pp981-984, Mar.19-23, 2005
[4] Yuemin Li, Jie Chen, Laiyun Qing, Wen Gao and Baocai Yin, Face Detection under Variable Lighting Based on Nine Point of Light, Asian Journal of Information Technology, 2004
[5] Jie Chen, Yuemin Li, Laiyun Qing, Baocai Yin and Wen Gao, Face Samples Re-lighting for Detection Based on the Harmonic Images, Advances in Multimedia Information Processing - PCM 2004: 5th Pacific Rim Conference on Multimedia, Tokyo, Japan, pp585-592, Nov.30-Dec.3, 2004
[6] Yuemin Li, Jie Chen, Laiyun Qing, Baocai Yin and Wen Gao, Face Detection under Variable Lighting Based on Resample by Face Relighting, The IEEE International Conference on Machine Learning and Cybernetics (ICMLC2004), Guangzhou, China, Aug.18-21, 2004
[7] Laiyun Qing, Shiguang Shan and Xilin Chen, Face Relighting for Face Recognition under Generic Illumination, IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP2004), Quebec, Canada, pp733-736, May.17-21, 2004
[8] Laiyun Qing, Shiguang Shan and Wen Gao, Eigen-Harmonics Faces: Face Recognition under Generic Lighting, the 6th IEEE International Conference on Automatic Face and Gesture Recognition(FG2004), Seoul, Korea, pp296-301, May.17-19, 2004
[9] Laiyun Qing, Shiguang Shan and Wen Gao, Face Recognition with Harmonic De-lighting, Asian Conference on Computer Vision. ACCV2004, Jeju Island, Korea, pp824-829, Jan.27-30, 2004
[10] Laiyun Qing, Wen Gao and Shiguang Shan, Surface Reflectance Classifying under Natural Illumination, The 4th International Conference on Information, Communications & Signal Processing - 4th IEEE Pacific-Rim Conference On Multimedia (ICICS-PCM2003), Singapore, Dec.15-18, 2003
[11] Laiyun Qing, Weiqiang Wang and Wen Gao, Illumination Invariant Shot oundary Detection, The 4th International Conference on Intelligent Data Engineering and Automated Learning(IDEAL2003), Hong Kong, pp1097-1101, Mar.21-23, 2003
[1] Fang Fang, Laiyun Qing, Chongxiu Wang, Jun Miao, Xilin Chen and Wen Gao, Attention Driven Face Recognition: Learning from Human Vision System, International Journal of Computer Science Issues, vol.8, no.5, pp.8-13,Sept.2011
[2] Jun Miao Lijuan Duan, Laiyun Qing and Yuanhua Qiao, An Improved Neural Architecture for Gaze Movement Control in Target Searching, In Proceedings of IEEE International Joint Conference on Neural Networks,IJCNN,2011, San Jose, USA, pp.2341-2348, Aug.2011
[3] Fang Fang, Laiyun Qing, Jun Miao, Xilin Chen and Wen Gao, Saliency Detection Based on Scale Selectivity of Human Visual System, 2011 International Conference on Neural Information Processing’2011, Shanghai, China, pp.172-181, Nov.2011
[4] Lijuan Duan, Chunpeng Wu, Haitao Qiao, Jili Gu, Jun Miao, Laiyun Qing and Zhen Yang, Bio-inspired Visual Saliency Detection and its Application on Image Retargeting, International Conference on Neural Information Processing’2011, Shanghai, China, pp.182-189, Nov.2011
[5] Lijuan Duan, Chunpeng Wu, Jun Miao, Laiyun Qing and Yu Fu, Visual Saliency Detection by Spatially Weighted Dissimilarity, IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2011, Colorado Springs, USA, pp.473-480, Jun.2011
[6] Chongxiu Wang, Laiyun Qing, Jun Miao, Fang Fang, Xilin Chen, Attention Driven Face Recognition: A Combination of Spatial Variant Fixations and Glance, IEEE International Conference on Automatic Face and Gesture Recognition 2011, Santa Barbara, USA, pp.740-745, Mar.2011
2010
[1] Jun Miao, Laiyun Qing, Baixian Zou, Lijuan Duan and Wen Gao, Top-down Gaze Movement Control in Target Search using Population Cell Coding of Visual Context, IEEE Transactions on Autonomous Mental Development, vol.2, no.3, 196-215,Sept.2010
[2] Chen Chi, Laiyun Qing, Jun Miao and Xilin Chen, Evaluation of the Impetuses of Scan Path in Real Scene Searching, in Proceedings of International Workshop on Gaze Sensing and Interactions, IWGSI’10, Queenstown, New Zealand, Nov.08, 2010
[3] Jun Miao, Baixian Zou, Laiyun Qing, Lijuan Duan and Yu Fu, Learning Internal Representation of Visual Context in a Neural Coding Network, in Proceedings of International Conference on Artificial Neural Networks’2010, ICANN’10, Thessaloniki, Greece, Sept.15, 2010
[4] Hu Han, Shiguang Shan, Laiyun Qing, Xilin Chen and Wen Gao, Lighting Aware Preprocessing for Face Recognition across Varying Illumination, in proceeding of European Conference on Computer Vision, ECCV2010, Crete, Greece, pp.308-321, Sept.2010
[5] Fang Fang, Jun Miao, Laiyun Qing and Wen Gao, A Visual Search System based on Multi-scale Population Cell Coding, in Proceedings of IEEE International Conference on Cognitive Informatics, ICCI, Beijing, China, Jul.7-9, 2010
2009
[1] Zhiguo Ma, Laiyun Qing, Jun Miao and Xilin Chen, Advertisement evaluation using visual saliency based on foveated image, in Proceedings of IEEE International Conference on Multimedia & Expo’2009 ,ICME’09, New York, USA, Jun.2009
[2] Jun Miao, Laiyun Qing, Lijuan Duan and Baixian Zou, Single vs. Population Cell Coding: Gaze Movement Control in Target Search, in Proceedings of IEEE International Joint Conference on Neural Networks’2009 ,IJCNN’09, Atlanta, USA, Jun.2009
2008
[1] Jun Miao, Lijuan Duan, Laiyun Qing, Wen Gao, Xilin Chen and Yuan Yuan, Spatial relationship representation for visual object searching, Neurocomputing, vol.71(10-12), pp.1813-1823,2008
[2] Fang Fang, Zhiguo Ma, Laiyun Qing, Jun Miao, Xilin Chen and Wen Gao, Face Reconstruction Using Fixation Positions and Foveated Imaging, in Proceedings of International Conference on Automatic Face And Gesture Recognition, Amsterdam, The Netherlands, Sept.2008
[3] Shiguang Shan, Bo Cao, Yu Su, Laiyun Qing, Xilin Chen and Wen Gao, Unified Principal Component Analysis with Generalized Covariance Matrix for Face Recognition, in proceedings of IEEE Computer Society International Conference on Computer Vision and Pattern Recognition, CVPR2008, Anchorage, Alaska, U.S.A, Jun.2008
[4] Jun Miao, Lijuan Duan, Laiyun Qing, Xilin Chen and Wen Gao, Visual Context Representation Using a Combination of Feature-driven and Object-driven Mechanisms, in Proceedings of Int’l Joint Conf. on Neural Network, IJCNN 2008, Hong Kong,China, pp.3799-3804, Jun.2008
[5] Wenchao Zhang, Shiguang Shan, Laiyun Qing, Xilin Chen and Wen Gao. Are Gabor phases really useless for face recognition? Pattern Analysis and Applications, 2008
2007
[1] Junbiao Pang, Laiyun Qing, Qingming Huang, Shuqiang Jiang and Wen Gao, MONOCULAR TRACKING 3D PEOPLE BY GAUSSIAN PROCESS SPATIO-TEMPORAL VARIABLE MODEL, The 14th IEEE International Conference on Image Processing, San Antonio, Texas, pp.41-44, Sept.16-19, 2007
[2] Qianhui Ning, Weiqiang Wang, Caifeng Zhu, Laiyun Qing and Qingming Huang, A Fast Approach for Natural Image Matting Using Structure Information, 2007 IEEE International Conference on Multimedia and Expo (ICME 2007), Beijing, China, pp1399-1402, Jul.02-05, 2007
[3] Jun Miao, Laiyun Qing, Lijuan Duan and Wen Gao, Searching Eye Centers Using a Context-Based Neural Network, Proc. 4th International Symposium on Neural Networks (ISNN’07)
[4] Jun Miao, Laiyun Qing, Lijuan Duan, Xilin Chen and Wen Gao，Sparse Coding of Visual Context, Proc. International Conference on Cognitive Neurodynamics’2007 (ICCN’07)
2006
[1] Laiyun Qing, Shiguang Shan, Xilin Chen and Wen Gao, Face Recognition under Varying Lighting Based on the Probabilistic Model of Gabor Phase, International Conference on Pattern Recognition, ICPR 2006, Hong Kong, Aug.20-24, 2006
[2] Xiujuan Chai, Shiguang Shan, Laiyun Qing and Wen Gao, Pose Estimation based on Gaussian Error Models, Proceeding of International Conference on Biometrics (ICB2006), Lecture Notes on Computer Sciences (LNCS3832), D.Zhang, A.Jain (Eds.), HongKong, China, pp136-143, Jan.05-07, 2006
2005 & Before:
[1] Laiyun Qing, Shiguang Shan, Wen Gao and Bo Du, Face Recognition under Generic Illumination Based on Harmonic Relighting, International Journal of Pattern Recognition and Artificial Intelligence, vol.19, no.4, pp513-531,Jun.2005
[2] Xiujuan Chai, Laiyun Qing, Shiguang Shan, Xilin chen and Wen Gao, Pose Invariant Face Recognition Under Arbitrary Illumination Based on 3D Face Reconstruction, Audio- and Video-Based Biometric Person Authentication: 5th International Conference(AVBPA 2005),LNCS 3546,pp956-965, Jul.20-22, 2005
[3] Bo Du, Shiguang Shan, Laiyun Qing and Wen Gao, Empirical Comparisons of Several Preprocessing Methods for Illumination Insensitive Face Recognition, ICASSP2005,pp981-984, Mar.19-23, 2005
[4] Yuemin Li, Jie Chen, Laiyun Qing, Wen Gao and Baocai Yin, Face Detection under Variable Lighting Based on Nine Point of Light, Asian Journal of Information Technology, 2004
[5] Jie Chen, Yuemin Li, Laiyun Qing, Baocai Yin and Wen Gao, Face Samples Re-lighting for Detection Based on the Harmonic Images, Advances in Multimedia Information Processing - PCM 2004: 5th Pacific Rim Conference on Multimedia, Tokyo, Japan, pp585-592, Nov.30-Dec.3, 2004
[6] Yuemin Li, Jie Chen, Laiyun Qing, Baocai Yin and Wen Gao, Face Detection under Variable Lighting Based on Resample by Face Relighting, The IEEE International Conference on Machine Learning and Cybernetics (ICMLC2004), Guangzhou, China, Aug.18-21, 2004
[7] Laiyun Qing, Shiguang Shan and Xilin Chen, Face Relighting for Face Recognition under Generic Illumination, IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP2004), Quebec, Canada, pp733-736, May.17-21, 2004
[8] Laiyun Qing, Shiguang Shan and Wen Gao, Eigen-Harmonics Faces: Face Recognition under Generic Lighting, the 6th IEEE International Conference on Automatic Face and Gesture Recognition(FG2004), Seoul, Korea, pp296-301, May.17-19, 2004
[9] Laiyun Qing, Shiguang Shan and Wen Gao, Face Recognition with Harmonic De-lighting, Asian Conference on Computer Vision. ACCV2004, Jeju Island, Korea, pp824-829, Jan.27-30, 2004
[10] Laiyun Qing, Wen Gao and Shiguang Shan, Surface Reflectance Classifying under Natural Illumination, The 4th International Conference on Information, Communications & Signal Processing - 4th IEEE Pacific-Rim Conference On Multimedia (ICICS-PCM2003), Singapore, Dec.15-18, 2003
[11] Laiyun Qing, Weiqiang Wang and Wen Gao, Illumination Invariant Shot oundary Detection, The 4th International Conference on Intelligent Data Engineering and Automated Learning(IDEAL2003), Hong Kong, pp1097-1101, Mar.21-23, 2003
Research Interests
Face recognition, object detection and recognition
Selective attention of human vision system
activity recognition
Selective attention of human vision system
activity recognition
Students
已指导学生
杨涛 硕士研究生 081203-计算机应用技术
池晨 硕士研究生 081203-计算机应用技术
王崇秀 硕士研究生 081203-计算机应用技术
孟令勋 硕士研究生 081203-计算机应用技术
帅佳玫 硕士研究生 081203-计算机应用技术
李子怿 硕士研究生 085211-计算机技术
许震 硕士研究生 081203-计算机应用技术
单鼎一 硕士研究生 085211-计算机技术
王清 硕士研究生 081203-计算机应用技术
郭双双 硕士研究生 081203-计算机应用技术
张建功 硕士研究生 085211-计算机技术
朱嘉桐 硕士研究生 085211-计算机技术
佘琛 硕士研究生 085211-计算机技术
李瑞鑫 硕士研究生 081203-计算机应用技术
现指导学生
仝浩然 硕士研究生 085400-电子信息
杨晨 博士研究生 081203-计算机应用技术
迪力木拉提·阿力木 硕士研究生 085400-电子信息
闫鹏飞 博士研究生 081203-计算机应用技术
崔栩 硕士研究生 081203-计算机应用技术
刘钰卿 硕士研究生 085400-电子信息
马云川 博士研究生 081203-计算机应用技术