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 30 余篇，获得国内发明专利10项，美国专利1项。
LAB:bmal.hust.edu.cn
Email: pengqinmu@hust.edu.cn
Address：Room205,NationalAnti-counterfeitEngineering Research Center, HUST.


Journals1.Cheng Ding, Weidong Tian, Chao Geng, Xijing Zhu,Qinmu Peng, Zhongqiu Zhao，“Multi-template supervised descent method for face alignment”，Cogn.Syst. Res. 65: 107-117，2021.
2.Yiran Zhang, Yun Yang, Licheng Zhu, QingZhu, Yuxi Jia, Lan Zhang,Qinmu Peng, Jiazheng Wang, Jia Liu, Wenliang Fan, Jing Wang，“Volumetric Deficit within the Fronto-limbic-striatalCircuit in First-Episode Drug Naïve Patients with Major Depression Disorder”，Front. Psychiatry, 2021.
3.Tianjia Zhu,Qinmu Peng, AustinOuyang, Hao Huang，“Neuroanatomical underpinning ofdiffusion kurtosis measurements in the cerebral cortex of healthy macaque brains.”Magnetic Resonance in Medicine，2020.
4.Minhui Ouyang,Qinmu Peng, TinaJeon, Roy Heyne, Lina Chalak,Hao Huang，“Diffusion-MRI-based regional cortical microstructure at birth forpredicting neurodevelopmental outcomes of 2-year-olds“，eLife, 2020.
5.Shi Yin,Qinmu Peng, et al. “Multi-instance deep learning of ultrasound imaging data forpattern classification of congenital abnormalities of the kidney and urinarytract in children.”Urology, 2020.
6.Sali Issa,Qinmu Peng*and Xinge You，“Emotion classificationusing EEG brain signals and the broad learning system”.IEEE Transactions on Systems,Man, and Cybernetics: Systems, 2020.
7.Yue Zhao, Yiu-mingCheung, Xinge You,Qinmu Peng*, Jiangtao Peng, Peipei Yuan, Yufeng Shi, "Hyperspectral Image Classifificationvia Spatial Window based Multi-view Intact Feature Learning",IEEE Transactions on Geoscienceand Remote Sensing, 2020.
8.Qinmu Peng, Minhui Ouyang, Jiaojian Wang, Qinlin Yu, Chenying Zhao,Michelle Slinger, Hongming Li, Yong Fan, Bo Hong and Hao Huang, Regularized-Ncut:Robust and homogeneous functional parcellation of neonate and adult brainnetworks,ArtificialIntelligience in Medicine, 2020.
9.Peipei Yuan, Xinge You, Hong Chen,Qinmu Peng, Yue Zhao,Zhou Xu, Xiao-Yuan Jing and Zhenyu He, “Group sparse additive machine withaverage top-k loss”,Neurocomputing, 10.1016/j.neucom.2020.01.104, 2020.
10.Jiamiao Xu, Fangzhao Wang,Qinmu Peng*, Xinge You, Shuo Wang, Xiaoyuan Jing, and C. L. Philip Chen, “Modal regression basedstructured low-rank matrix recovery for multi-view learning”,IEEE Transactions onNeural Networks and Learning Systems, 2020.
11.Shi Yin,Qinmu Peng*, Hongming Li, Zhengqiang Zhang, Xinge You, Katherine Fischer, Susan L. Furth, Gregory E. Tasian, Yong Fan, “Automatic kidney segmentation inultrasound images using subsequent boundary distance regression and pixelwiseclassification networks”.Medical Image Analysisvol. 60,2020.
12.Qinlin Yu, Yun Peng, Huiying Kang,Qinmu Peng, Minhui Ouyang, Michelle Slinger, Di Hu, HaochangShou, Fang Fang, Hao Huang, “Differential whitematter maturation from birth to 8 years of age”,Cerebral Cortex,2020.
13.Yue Zhao, Jiangtao Peng, Yantao Wei,Qinmu Peng, Yi Mou, "Multiple-Feature Latent Space Learning-Based HyperspectralImage Classification",IEEE Geoscience and Remote Sensing Letters,2020.
14.Qinmu Peng, Yiu-ming Cheung, "Automatic VideoObject Segmentation Based on Visual and Motion Saliency."IEEE Transactions on Multimedia,2019.
15.Limei Song,Qinmu Peng, ShuweiLiu, Jiaojian Wang, “Changed hub and functionalconnectivity patterns of the posterior fusiform gyrus in chess experts”.Brainimaging and behaviorpp. 1-9, 2019.
16.Minhui Ouyang, Tina Jeon, Aristeidis Sotiras,Qinmu Peng, Virendra Mishra, Cathy Halovanic, Min Chen, Lina Chalak,Nancy Rollins, Timothy P. L. Roberts, Christos Davatzikos,and Hao Huang, “Differential cortical microstructural maturation in the pretermhuman brain with diffusion kurtosis and tensor imaging”.PNAS, 2019 .
17. Lei Feng, Hang Li, KenichiOishi, Virendra Mishra, Limei Song,Qinmu Peng,Minhui Ouyang Jiaojian Wang,Michelle Slinger, Tina Jeon, Lizette Lee, Roy Heyne,Lina Chalak, Yun Peng, ShuweiLiu, and Hao Huang, “Age-specific gray and white matter DTI atlas for humanbrain at 33, 36 and 39 postmenstrual weeks”,Neuroimage,2018.
18. Zhao T, Mishra V, Jeon T,OuyangM,Peng Q,Chalak L, WisnowskiJ, Heyne R, Rollins N, Shu N, and Huang H.“Structural network maturation of the preterm human brain”.NeuroImage，2018.
19. Limei Song, Virendra Mishra,Minhui Ouyang,Qinmu Peng, MichelleSlinger, Shuwei Liu, Hao Huang, “Human fetal brainconnectome: structural network development from middle fetal stage tobirth”.FrontierinNeuroscience, 2017.
20. Lei Feng, Tina Jeon, Qiaowen Yu, Minhui Ouyang,Qinmu Peng,VirendraMishra, 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 DTIintegrated into in vivo space”,Brain Structure and Function,2017.
21.Yiu-ming Cheung, Meng Li,Qinmu Peng,C. L. PhilipChen, “A cooperative learning-based clustering approach to lip segmentationwithout knowing segment number”.IEEE Trans. Neural Network. Learning Syst.28(1): 80-93, 2017.
22.Xin Liu, Lu Xie, Bineng Zhong, Jixiang Du,Qinmu Peng,“Automatic facial flaw detection and retouching via discriminative structuretensor”.IETImage Processing, 2017.
23.Qinmu Peng, Yiu-ming Cheung, "A hybrid of localand global saliencies for detecting image saliency region andappearance".IEEE Transactions on Systems, Man, and Cybernetics: Systems47(1):86-97,2017.
24. Yiu-mingCheung,Qinmu Peng, “Eye gaze tracking with a web camera in a desktopenvironment”.IEEE Transactions on Human-Machine Systems, 45(4): 419-430,2015.
25.Qinmu Pengand Yiu-ming Cheung, “Outlierdetection based on local kernel regression for instance selection”.International Journal ofComputational Intelligence Systems, 7(4): 748-757, 2014.
26. Xin Liu, Yiu-mingCheung, Shu-juan Peng,Qinmu Peng,“Automaticmitral valve leaflet tracking in Echocardiography via constrained outlierpursuit and region-scalable active contours”,Neurocomputing,144: 47-57, 2014.
27.Jiajia Lei,Qinmu Peng, Xinge You, Hiyam Hatem Jabbar,Patrick Shen-Pei Wang, “Fingerprint enhancement based on wavelet andanisotropic filtering”.International Journal of Pattern Recognition and Artificial Intelligence,26(1),2012.
28.Xinge You,Qinmu Peng,Yuan Yuan, Yiu-ming Cheung, Jiajia Lei, “Segmentation of retinal blood vessels usingthe radial projection and semi-supervised approach”.Pattern Recognition,vol .44, no. (10-11), 2314-2324, 2011.
Conference1.Yufeng Shi, XingeYou, Feng Zheng, Shuo Wang,Qinmu Peng. “Equally-Guided Discriminative Hashing for Cross-modalRetrieval”.IJCAI2019.
2.Qinmu Peng, Liu R, Ouyang M, Zhao C, Fan X, Hong B, Hao Huang, “Dynamic parcellation of cortical functional networksin developing preterm brains”.ISMRM2017. (Oral)
3.Qinmu Peng,KingKevin, Minhui Ouyang, HanzhangLu, Hao Huang,Mapping of cerebral cortical microstructure characterized bynon-gaussian water diffusion in aging"ISMRM2017 (oral).
4.Qinmu Peng, King Kevin, Minhui Ouyang, Hanzhang Lu, HaoHuang, "Agingeffects on kurtosis measures of limbic and association white matter tracts".ISMRM2017.
5.Zhong-Qiu Zhao, Kewen Cheng, QinmuPeng, Xindong Wu, “Areal-time head pose estimation using adaptive posit based on modifiedsupervised descent method”.ICIC2016:74-85
6.Yiu-ming Cheung, QinmuPeng, "Salient region detection using local and global saliency".ICPR2012:210-213
7.Weihua Ou, Xinge You, Yiu-ming Cheung,Qinmu Peng,Mingming Gong, Xiubao Jiang,"Structured sparse coding forimage representation based on L1-graph".ICPR2012.
8.Qinmu Peng,Yiu-ming Cheung, "SampleOutlier Detection Based on Local Kernel Regression".Web Intelligence2012:664-668
9.Qinmu Peng,Xinge You, Long Zhou, Yiu-ming Cheung,“Retinal Blood VesselsSegmentation Using the Radial Projection and Supervised Classification".ICPR2010:1489-1492
Technical Reviewer for International Journals
● IEEE Transactions Neural Network. Learning Syst.
● IEEE Transactions on Systems, Man, and Cybernetics.
●Pattern Recongnition
●International Journal of ComputationalIntelligence Systems
●Neuroimage
●Frontier