Mingli Song

Associate Professor

Microsoft Visual Perception Laboratory,

College of Computer Science,

Zhejiang University

 

 

 

 

 

 

 

minglisong.JPG

 

Mingli Song is an associate professor in Microsoft Visual Perception Laboratory, Zhejiang University. He received his Phd degree in Computer Science and Technology from College of Computer Science, Zhejiang University. His research interests mainly include Anomaly behavior detection, Image fusion, 3D face modeling and multimodal human-computer interaction. He is a member of IEEE and professional member of ACM.

 

Research Projects

Research Publications

Awards

Academic Services

Hobbies

Mailing Address:

College of Computer Science,

Yuquan Campus, Zhejiang University

Hangzhou 310027, China

Email:brooksongATieee.org

Research Projects

Multimodal Facial Expression Recognition and Reconstruction towards Natural Human Computer Interaction, supported by ZJNSF;

Tensor Analysis based Very High Resolution 3D Face Deformation, supported by NSFC;

Multimodal detection of anomaly behavior, supported by NSFC;

Stylized face reconstruction algorithm and its application, supported by China Postdoctoral Fund;

Learning based high resolution 3D face deformation, supported by MSRA;

Tensor based high resolution 3D face alignment, supported by MSRA.

Research Publications

Journal

Mingli Song, et al., Image Ratio Features for Facial Expression Recognition Application, IEEE Transactions on System, Man & Cybernetics, Part B, In Press.

Jia Liu, Mingyu You, Chun Chen, Mingli Song and Jiajun Bu, Real-time Speech-driven Animation of Expressive Talking Faces, International Journal of General System, Acceptance.

Mingli Song, Dacheng Tao, Chun Chen, et al., Colour to Grey: Visual Cue Preservation, IEEE Transactions on Pattern Analysis and Machine Intelligence, Acceptance.

Yuxu Lin, Chun Chen, Mingli Song*, Jiajun Bu. Polar Field based Implicit Surface Reconstruction, Journal of CAD/CG (in Chinese), vol. 21, no. 8, pp. 1035-1041, 2009.

Yuxu Lin, Chun Chen, Mingli Song*, Zicheng Liu. Dual-RBF based Surface Reconstruction, The Visual Computer, vol. 25, pp. 599-607, 2009.

Mingli Song, Huiqiong Wang, Chun Chen, et al. Tone Mapping for HDR Image using a Probabilistic Model, Journal of Software (in Chinese), 20(3):734-743, 2009.

Dacheng Tao, Mingli Song, Xuelong Li, Jialie Shen, Jimeng Sun, Xindong Wu, Christos Faloutsos, and Stephen J. Maybank. Bayesian Tensor Approach for 3D Face Modelling, IEEE Transactions on CSVT, vol. 18, no. 10, pp. 1397-1410, 2008.

Na Li, Chun Chen, Qiang Wang, Mingli Song*, Dacheng Tao, Xuelong Li, Avatar Motion Control by Natural Body Movement Via Camera, Neurocomputing, vol. 72, no. 1-3, pp. 648-652, 2008.

Mingli Song, Huiqiong Wang, Chun Chen, Gaussian mixture model based approach on color transfer, Journal of CAD/CG (in Chinese), vol. 20, no. 11, pp 1471-1486, 1482, 2008.

Mingli Song, Mingyu You, Na Li, Chun Chen: A robust multimodal approach for emotion recognition. Neurocomputing 71(10-12): 1913-1920, 2008.

Mingli Song, Huiqiong Wang, Chun Chen. Local Laplacian for Face Detail Transfer. Journal of CAD/CG (in Chinese), 2008, vol. 20, no.1, pp. 50-54.

Mingli Song, Zhao Dong, Christian Theobalt, Huiqiong Wang, Zicheng Liu, Hans-Peter Seidel. A Generic Framework for Efficient 2D and 3D Facial Expression Analogy, IEEE Transactions on Multimedia, vol. 9, no. 7, 2007, 1384-1395.

Bu Jiajun, Song Mingli*, Chen Chun. Subtle Expression Recognition-A Comprehensive Approach, JOURNAL OF COMPUTATIONAL INFORMATION SYSTEMS, vol. 3, no. 1, pp. 203-209 2007.

Mingli Song，Qi Zhao, et al. An Efficient Method of Face Texture Mapping Directed to Portable Devices，Journal of CAD/CG (in Chinese), 2005, Vol.17, No.12, 2670-2675.

Conference

Luming Zhang, Mingli Song, Na Li, Jiajun Bu, Chun Chen, Feature Selection for Accelerating Speech based Emotion Recognition, ACM Multimedia 2009, pp. 753-756, 2009.

Yezhou Yang, Mingli Song, Na Li, Jiajun Bu, Chun Chen, Visual Attention Analysis using Classic Theory of Gravitational Field, ACM Multimedia 2009, pp. 553-556, 2009.

Jian Zhang, Rui Sun, Chuan Yang and Mingli Song, Progressive Image Color Neutralization Based on Adaptive Histogram Clustering, Fifth International Conference on Image and Graphics (ICIG 2009), 2009.

Haili Mao, Chenxi Ye, Mingli Song, Jiajun Bu, Na Li, Viewpoint Independent Vehicle Speed Estimation from Uncalibrated Traffic Surveillance Cameras, International Conference on System, Man & Cybernetics, 2009.

Yuxu Lin, Chun Chen, Mingli Song*, Zicheng Liu, Dual-RBF based Surface Reconstruction, Computer Graphics International 2009 (CGI 2009), Victoria, May, 2009.

Yuxu Lin, Chun Chen, Mingli Song*, Jiajun Bu, Zicheng Liu, Implicit Surface Reconstruction with An Analogy of Polar Field Model, Pacific-Rim Symposium on Image and Video Technology 2009 (PSIVT 2009), 436-448, 2009.

Chengxi, Ye, Jia Liu, Chun Chen, Mingli Song, and Jiajun Bu, Speech emotion classification on a Riemannian manifold, Pacific Rim Conference on Multimedia, 2008, LNCS 5353, pp. 61-69, 2008.

Yi Zhang, Chun Chen, Jiajun Bu, Mingli Song*, Chen Pang and Zhuo Sun, A kernel based algorithm for fast color-to-gray processing, Congress on Image and Signal Processing, vol. 3, 451-455, 2008,

Chen Pang, Mingli Song, Jiajun Bu, Chun Chen and Dong Wang. Painterly Rendering with Vector Field based Feature Extraction, to appear in proceedings of the 16th International Conference on Artifical Reality and Telexistence (ICAT’2006), LNCS, No. 4282, 960-968, 2006.

Qi Wu, Mingli Song, Jiajun Bu, Chun Chen, EigenExpress Approach in Recognition of Facial Expression using GPU, Lecture Notes in Computer Science, ECCV 2006 workshop on Human-Computer Interaction, vol. 3979, 12-20, 2006.

Chun Chen, Mingyu You, Mingli Song, Jiajun Bu, Jia Liu. An Enhanced Speech Emotion Recognition System Based on Discourse Information, Lecture Notes in Computer Science (Int’l Conf. on Computational Science), vol. 3991, 449-456, 2006.

Jiajun Bu, Linjian Mo, Chun Chen, Zhi Yang, Mingli Song: Multiple-Reference-Frame Based Fast Motion Estimation & Mode Decision for H.263-to-H.264 Transcoder, IEEE International Conference on Image Processing 2006 (ICIP06), 849-852, 2006.

Mingli Song, Huiqiong Wang, Jiajun Bu, Chun Chen, Zicheng Liu. Subtle Facial Expression Modeling with Vector Field Decomposition, IEEE International Conference on Image Processing 2006 (ICIP 06), 849-852, 2006.

Mingli Song, Zicheng Liu, Baining Guo. Real-Time Facial Expression Mapping for High Resolution 3D Meshes, Lecture Notes in Computer Science (Computer Graphics International 2006), vol. 4035, 277-287, 2006.

Jiajun Bu, Mingli Song, Qi Wu, Chun Chen. Sketch based Facial Expression Recognition using Graphics Hardware, Lecture Notes in Computer Science (ACII05), vol. 3784, 72-80, 2005.

Mingli Song, Jiajun Bu, Chun Chen, Nan Li. Audio-Visual based Emotion Recognition-A New Approach, IEEE International Conference on Computer Vision and Pattern Recognition(CVPR), Vol. 2, 1020-1025, 2004.

Mingli Song, Chun Chen, Jiajun Bu, Ronghua Liang. 3D Realistic Talking Face Co-Driven by Text and Speech, IEEE International Conference on Systems, Man & Cybernetics (SMC), USA, 2003, 2175-2180

Awards

2004, Microsoft Research Fellowship

2004, First Prize in Zhejiang University

2004, Excellent Graduate Student in Zhejiang University

2006, Excellent Graduate in Zhejiang Province

2006, Excellent Graduate in Zhejiang University.

Academic Services

Conference

International Conference on Multimedia and Expo 2010 (ICME 2010), Program Committee.

International Conference on Image Analysis and Recognition 2010 (ICIAR 2010), Program Committee.

The Pacific-Asia Conference on Knowledge Discovery and Data Mining 2010 (PAKDD 2010), Program Committee.

International Conference on Acoustic, Speech and Signal Processing 2010 (ICASSP 2010), Reviewer.

International Conference on Computer Vision Theory and Applications 2010 (VISAPP 2010), Program Committee.

International Conference on Signal Processing and Multimedia Applications 2010 (SIGMAP 2010), Program Committee.

ACM Multimedia 2009, Reviewer.

The 3rd International Conference on Imaging for Crime Detection and Prevention (ICDP 2009), Program Committee.

The 13th International Conference on Computer Analysis of Images and Patterns (CAIP 2009), Program Committee.

International Conference on Signal Processing and Multimedia Application 2009 (SIGMAP 2009), Program Committee.

Visual Communication 2009, Program Committee.

International Conference on Image Analysis and Recognition 2009 (ICIAR 2009), Program Committee.

International Conference on Image and Graphics 2009 (ICIG 2009), Technical Program Committee.

International Conference on Computer Vision Theory and Applications 2009 (VISAPP 2009), Program Committee.

The Pacific-Asia Conference on Knowledge Discovery and Data Mining 2009 (PAKDD 2009), Program Committee.

Pacific Rim Symposium on Image Video and Technology 2009 (PSIVT 2009), Program Committee.

International Conference on Image Processing 2009 (ICIP 2009), Reviewer.

International Conference on Acoustic, Speech and Signal Processing 2009 (ICASSP 2009), Reviewer.

The Pacific-Asia Conference on Knowledge Discovery and Data Mining 2008 (PAKDD 2008), Program Committee.

The International Conference on Image Analysis and Recognition 2008 (ICIAR 2008), Program Committee.

International Conference on Machine Learning and Cybernetics 2008 (ICMLC 2008), Program Committee.

IASTED Computer Graphics and Imaging (CGIM 2008), Program Committee.

International Conference on Image Processing 2008 (ICIP 2008), Reviewer.

International Conference on Acoustic, Speech and Signal Processing 2008 (ICASSP 2008), Reviewer.

Pacific Rim Symposium on Image Video and Technology 2007 (PSIVT 2007), Program Committee.

International Conference on Data Mining 2007 (ICDM 2007), Reviewer.

Journal

Recent Patents on Signal Processing, Editorial Advisory Board Member.

IEEE Transactions on Knowledge and Data Engineering, Reviewer.

IEEE Transactions on Multimedia, Reviewer

IEEE Transactions on System, Man and Cybernetics, Part B, Reviewer.

IEEE Transactions on Information Technology in Biomedicine, Reviewer.

IEEE Multimedia, Reviewer

Journal of Visual Communication and Image Representation, Reviewer.

Computer Aided Design, Reviewer.

Pattern Recognition, Reviewer

Pattern Recognition Letters, Reviewer

Pattern Analysis & Application, Reviewer

Machine Vision & Application, Reviewer

International Journal of Computer Mathematics, Reviewer

Neurocomputing, Reviewer

Signal Processing, Reviewer

International Journal of Pattern Recognition and Artificial Intelligence, Reviewer

International Journal of Image and Graphics, Reviewer.

Electronic Letters on Computer Vision and Image Analysis, Reviewer.

Soft Computing, Reviewer.

Journal of Information Science & Engineering, Reviewer.

Hobbies

Photograph, Hiking, Ping-Pong