刘敏

刘敏,,198112月生,副教授,博士生导师,自动化系副主任。2004年和2007年分别获北京大学电子信息科学与技术系本科、硕士学位,2012年获得美国加州大学河滨分校电子工程博士学位,并在美国加州大学圣巴巴拉分校电子计算机工程系从事博士后研究。研究领域主要有计算机视觉,模式识别以及机器学习。

 

联系方式:

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教育经历:

Ø 20079~20124 美国加州大学河畔分校 电子工程专业 获博士学位

Ø 20049~20077月 北京大学   电子信息科学与技术专业 获硕士学位

Ø 20009~20047月 北京大学   电子信息科学与技术专业 获学士学位

 

发表文章:

期刊:

1. Min Liu, Rong Gong, Weixun Chen, Hanchuan Peng, “3D neuron tip detection in volumetric microscopy images using an adaptive ray-shooting model”, Pattern Recognition, 2017.

2. Min Liu,Xueping Wang, Hongzhong Zhang, “Classification of multi-focal images by an information fusion based approach”, Pattern Recognition Letters, 2017.

3. M. Liu, Y. He, Y. Wei, “Plant Cell Tracking Using Kalman Filter Based Local Graph Matching”, Image and Vision Computing, 2017. 

4. Min Liu, Yangliu Wei, Weili Qian, Hongzhong Zhang, "Robust Plant Cell Tracking in Noisy Image Sequences", IEEE Signal Processing Letters, 2017.

5. Min Liu, Xueping Wang, Keran Liu, Xiaoyan Liu, Nematode image taxonomy using a projection based multilinear method”, Machine Vision and Applications, 2017.

6. M. Liu, P. Xiang, G. Liu, “Robust Plant Cell Tracking Using Local Spatial-Temporal Context”, Neurocomputing, vol. 208, no.10, pp.309-314, 2016.

7. Min Liu, Xueping Wang, Xiaoyan Liu, “CLASSIFICATION OF MULTI-FOCAL NEMATODE IMAGE STACKS”, IEEE International Conference on Image Processing (ICIP) 2017 (ORAL).

8. Min Liu, Yue He, Jieqin Li, et al, “FILTER BASED LOCAL GRAPH MATCHING FOR PLANT CELL LINEAGE ESTIMATION”, IEEE International Conference on Image Processing (ICIP) 2017 (ORAL).

9. Min Liu, Xueping Wang, Hongzhong Zhang, “A MULTI-DIRECTION IMAGE FUSION BASED APPROACH FOR CLASSIFICATION OF MULTI-FOCAL NEMATODE IMAGE STACKS”, IEEE International Conference on Image Processing (ICIP) 2017.

10. Weixun Chen, Min Liu*, Rong Gong, “DISTANCE TRANSFORM BASED TIP POINT DETECTION METHOD FOR NEURONS IN CONFOCAL MICROSCOPY IMAGES”, IEEE International Conference on Multimedia and Expo (ICME) 2017.

11. G. Liu, J. Liu, M. Liu, “SU-F-T-335: Piecewise Uniform Dose Prescription and Optimization Based On PET/CT Images”, Medical Physics, vol. 43, no.6, pp. 3540-3540, 2016.

12. Y. Yang, Y. Wang, Q. M. J. Wu, X. Lin, M. Liu, “Progressive Learning Machine: A New Approach for General Hybrid System Approximation”, IEEE transactions on neural networks and learning systems, vol. 26, no. 9, pp. 1855-1874, 2015.

13. K. Mkrtchyan, A. Chakraborty, M. Liu, A. Roy-Chowdhury, “Automatic Image Analysis Pipeline for Studying Growth in Arabidopsis”, Video Bioinformatics, vol. 10, no.5, pp. 215-236, 2015.

14. M. Liu, A. Chakraborty, R. Yadav, G. Meenakshisundaram, G. V. Reddy and A. Roy-Chowdhury, "Adaptive Cell Segmentation and Tracking for Volumetric Confocal Microscopy Images of A Developing Plant Meristem", Molecular Plant,Vol.4, No.5, pp.922-931, 2011. (IF=8.8)

15. Min Liu, Amit K. Roy-Chowdhury and G. Venugopala Reddy, "Automated Tracking of Stem Cell Lineages of Arabidopsis Shoot Apex Using Local Graph Matching", The Plant Journal,Vol.62, pp.135-147, 2010. 

16. Min Liu, Guanglin Yang, Haiyan Xie, Mingyao Xia, Hongbin Zha and Jianbin Hu, "Computer-Generated Hologram Watermarking Resilient to Rotation and Scaling", Optical Engineering, Vol.46, No.6, June 2007. 

17. 王学平,刘敏, “图像栈的特征提取以及在线虫分类中的应用”, 电子测量与仪器学报,2017.

18. 刘敏, 陈伟迅, 龚蓉, 刘克然, 三维图像栈中神经末梢点的自动检测, 电子测量与仪器学报2017.

19. 刘小燕郭群,龚军辉,刘敏“基于面部红外热图的恐惧情绪识别”,电子测量与仪器学报2017.

20. 刘敏,杨光临,谢海燕, 消除零级衍射和循环移位改善计算机合成全息图的再现质”,工程图学学报, 2010.

21. A. Chakraborty, R. Yadav, M. Liu, M. Tataw, K. Mkrtychan, A. Roy-Chowdhury, G. V. Reddy, "Computational Tools for Quantitative Analysis of Cell Growth Patterns and Morphogenesis in Actively Developing Plant Stem Cell Niches", Plant Signaling Networks, 2012.

22. M. Liu, G. Yang, “Improved Reconstruction for Computer-Generated Hologram from Digital Image”, in: Proceedings of Signal and Information Processing Association Annual Summit and Conference (APSIPA), 2013, pp. 1-4.

23. Min Liu, Hanchuan Peng, Amit K. Roy-Chowdhury and Eugene Myers,"3D Neuron Tip Detection in Volumetric Microscopy Images", IEEE International Conference on Bioinformatics and Biomedicine (BIBM) 2011.

24. K. Mkrtchyan, D. Singh, M. Liu, G. V. Reddy, A. Roy-Chowdhury, M. Gopi, "Efficient Cell Segmentation and Tracking of Developing Plant Meristem", IEEE International Conference on Image Processing (ICIP), 2011. 

25. Min Liu and Amit K. Roy-Chowdhury, "Multilinear Feature Extraction and Classification of Multi-Focal Images, With Applications in Nematode Taxonomy", IEEE Computer Vision and Pattern Recognition (CVPR) 2010. 

26. Anirban Chakraborty, Min Liu, Katya Mkrtchyan, Amit Roy-Chowhury and G. Venugopala Reddy, "Cell Volume Estimation from a Sparse Collection of Noisy Confocal Image Slices", Indian Conference on Computer Vision, Graphics and Image Processing 2010.

27. M. Liu, A. Roy-Chowdhury, M. Yoder and P. De Ley, "Multi-focal Nematode Image Classification Using the 3D X-Ray Transform", ICIP 2010.

28. Moses Tataw, Min Liu, Amit K. Roy-Chowdhury and G. Venugopala Reddy, "Pattern Analysis of Stem Cell Growth Dynamics in the Shoot Apex of Arabidopsis", ICIP 2010.

29. T. Jeng, B. Song, E. Staudt, M. Liu, A. Roy-Chowdhury and A. SenGupta, "Multi-Target Tracking Using Long-Term Stochastic Associations", ICIP 2010.

30. Min Liu, Amit K. Roy-Chowdhury and G. Venugopala Reddy, "Exploiting Local Structure for Tracking Plant Cells in Noisy Images", ICIP 2009.

31. Min Liu, Amit K. Roy-Chowdhury and G. V. Reddy, "Robust Estimation of Stem Cell Lineages Using Local Graph Matching", CVPR, pp.194-201, 2009.

32. A. Chakraborty, K. Mkrtchyan, M. Liu, A. Roy-Chowhury and G. V. Reddy, "Cell Volume Estimation From A Sparse Collection of Noisy Slices", Bioimage Informatics 2010.

33. Min Liu, Anirban Chakraborty, Katya Mkrtchyan, Amit Roy-Chowhury and G. V. Reddy, "Statistical Modeling of 4D Plant Stem-Cell Growth Dynamics", Bioimage Informatics 2010.

34. Amit K. Roy-Chowdhury, G. Venugopala Reddy and Min Liu, "3D Tracking of cell lineages from 4-D fluorescence imagery of stem-cell niche", Bioimage Informatics, 2008.

 

学术报告

· "3D Neuron Tip Detection in Volumetric Microscopy Images", IEEE International Conference on Bioinformatics and Biomedicine, Atlanta, Georgia, USA, Nov. 2011.

· "Feature Extraction in Volumetric Microscopy Images", LONI, UCLA, 2011.

· "Image Processing Tools for Developing Function Space Models of Local and Global Growth Patterns in Actively Developing Stem Cell Niches", Workshop on Computer Vision Tracking of Cell Populations, Carnegie Mellon University, 2011.

· "Image-based Dynamical Modeling in Developmental Plant Biology", California Institute of Technology (Caltech), Pasadena, CA, Dec. 2010. 

· "Computational Modeling of Cell and Global Growth Patterns in Actively Developing Plant Stem Cell Niches", Forty-Fourth Asilomar Conference on Signals, Systems and Computers, Monterey, CA, Nov. 2010.

· "Multi-Target Tracking Using Long-Term Stochastic Associations", IEEE International Conference on Image Processing, Hong Kong, China, Sept. 2010.

· "Multi-focal Nematode Image Classification Using the 3D X-Ray Transform", IEEE International Conference on Image Processing, Hong Kong, China, Sept. 2010.

· "Automated Tracking of Stem Cell Lineages of Arabidopsis Shoot Apex Using Local Graph Matching", Howard Hughes Medical Institute (HHMI) Janelia Farm, 2010.

· "Robust Estimation of Stem Cell Lineages Using Local Graph Matching", Mathematical Methods in Biomedical Image Analysis, Miami, Florida, 2009.