Qinmu Peng
Assistant Professor


彭勤牧, 2015年博士毕业于香港浸会大学, 2015 年至2018 年在美国宾夕法尼亚大学从事博士后研究,现任华中科技大学电子信息与通信学院讲师,硕士生导师。主要研究方向:视觉计算、机器学习与医学图像分析。近年来参与国家自然科学基金2项,美国NIH项目1项。先后在IEEE Transactions on Systems, Man, and Cybernetics,Pattern Recognition 等国际刊物及国际会议上发表论文 20 余篇,获得国内发明专利4项,美国专利1项。

AddressRoom 205, National Anti-counterfeit Engineering Research Center, HUST.

Email:   pengqinmu@hust.edu.cn


Journals

      Natural Image Processing:

1.  Qinmu Peng, Yiu-ming Cheung, “A hybrid of local and global saliencies for detecting image saliency region and appearance”. IEEE Transactions on Systems, Man, and Cybernetics: Systems 47(1):86-97, 2017.

2.  Yiu-ming Cheung, Meng Li, Qinmu Peng, C. L. Philip Chen, “A cooperative learning-based clustering approach to lip segmentation without knowing segment number”. IEEE Trans. Neural Network. Learning Syst. 28(1): 80-93, 2017.

3.  Xin Liu, Lu Xie, Bineng Zhong, Jixiang Du,Qinmu Peng, “Automatic facial flaw detection and retouching via discriminative structure tensor”. IET Image Processing, 2017.

4.  Yiu-ming Cheung, Qinmu Peng, “Eye gaze tracking with a web camera in a desktop environment”. IEEE Transactions on Human-Machine Systems, 45(4): 419-430, 2015.

5.  Qinmu Peng and Yiu-ming Cheung, “Outlier detection based on local kernel regression for instance selection”. International Journal of Computational Intelligence Systems, 7(4): 748-757, 2014.  

6.  Jiajia Lei, Qinmu Peng, Xinge You, Hiyam Hatem Jabbar, Patrick Shen-Pei Wang, “Fingerprint enhancement based on wavelet and anisotropic filtering”. International Journal of Pattern Recognition and Artificial Intelligence, 26(1), 2012.

      Medical Image Processing:

1.  Lei Feng, Hang Li, Kenichi Oishi, Virendra Mishra, Limei Song, Qinmu Peng, Minhui Ouyang Jiaojian Wang, Michelle Slinger, Tina Jeon, Lizette Lee, Roy Heyne, Lina Chalak, Yun Peng, Shuwei Liu, and Hao Huang, “Age-specific gray and white matter DTI atlas for human brain at 33, 36 and 39 postmenstrual weeks”, Neuroimage, 2018.

2.  Zhao T, Mishra V, Jeon T, Ouyang M, Peng Q, Chalak L, Wisnowski J, Heyne R, Rollins N, Shu N, and Huang H. “Structural network maturation of the preterm human brain”. NeuroImage2018.

3.  Limei Song, Virendra Mishra, Minhui Ouyang, Qinmu Peng, Michelle Slinger, Shuwei Liu, Hao Huang, “Human fetal brain connectome: structural network development from middle fetal stage to birth”. Frontier in Neuroscience, 2017.  

4.  Lei Feng, Tina Jeon, Qiaowen Yu, Minhui Ouyang, Qinmu Peng, Virendra Mishra, Mihovil Pletikos, Nenad Sestan, Michael I. Miller, Susumu Mori, Steven Hsiao, Shuwei Liu, Hao Huang, “Population-averaged macaque brain atlas with high-resolution ex vivo DTI integrated into in vivo space”, Brain Structure and Function, 2017.

5.  Xin Liu, Yiu-ming Cheung, Shu-juan Peng, Qinmu Peng,Automatic mitral valve leaflet tracking in Echocardiography via constrained outlier pursuit and region-scalable active contours”, Neurocomputing, 144: 47-57, 2014.

6.  Xinge You, Qinmu Peng, Yuan Yuan, Yiu-ming Cheung, Jiajia Lei, “Segmentation of retinal blood vessels using the radial projection and semi-supervised approach”. Pattern Recognition, vol .44, no. (10-11), 2314-2324, 2011.

Conference

1.  Qinmu Peng, Liu R, Ouyang M, Zhao C, Fan X, Hong B, Hao Huang, “Dynamic parcellation of cortical functional networks in developing preterm brains”. ISMRM 2017. (Oral)

2.  Qinmu Peng, King Kevin, Minhui Ouyang, Hanzhang Lu, Hao Huang, Mapping of cerebral cortical microstructure characterized by non-gaussian water diffusion in aging" ISMRM 2017 (oral).

3.  Qinmu Peng, King Kevin, Minhui Ouyang, Hanzhang Lu, Hao Huang, "Aging effects on kurtosis measures of limbic and association white matter tracts". ISMRM 2017.

4.  Zhong-Qiu Zhao, Kewen Cheng, Qinmu Peng, Xindong Wu, “A real-time head pose estimation using adaptive posit based on modified supervised descent method”. ICIC 2016: 74-85

5.  Yiu-ming Cheung, Qinmu Peng, "Salient region detection using local and global saliency". ICPR 2012: 210-213

6.  Weihua Ou, Xinge You, Yiu-ming Cheung, Qinmu Peng, Mingming Gong, Xiubao Jiang,"Structured sparse coding for image representation based on L1-graph". ICPR 2012.

7.  Qinmu Peng, Yiu-ming Cheung, "Sample Outlier Detection Based on Local Kernel Regression". Web Intelligence 2012: 664-668

8.  Qinmu Peng, Xinge You, Long Zhou, Yiu-ming Cheung,“Retinal Blood Vessels Segmentation Using the Radial Projection and Supervised Classification". ICPR 2010: 1489-1492

Technical Reviewer for International Journals

●  IEEE Transactions Neural Network. Learning Syst.

●  IEEE Transactions on Systems, Man, and Cybernetics.

●  Pattern Recongnition

●  International Journal of Computational Intelligence Systems

●  Neuroimage

●  Frontier