Dr. Xiantong Zhen, PhD

Bin Affiliation
Postdoctoral Fellow
University of Western Ontario
Research Interests
Medical image analysis, Computer vision, Machine learning
Education
2013 - present Postdoctoral fellow.
2010 - 2013 Doctor of Philosophy, Eletrical and Electronic Engineering, The University of Sheffield, United Kingdom.
2007 - 2010 Master of Engineering, Image Processing, Lanzhou University, China.
2003 - 2007 Bachelor of Science, Electonic Science and Technology, Lanzhou University, China.
Publications
Journal Articles
1. X. Zhen, Z. Wang, A. Islam, M. Bhaduri, I. Chan and S. Li, "Multi-Scale Deep Networks and Regression Forests for Direct Bi-ventricular Volume Estimation", Medical Image Analysis, To appear.
2 Z. Wang, X. Zhen, K. Tay, S. Osman, A. Romano and S. Li,"M3 Spine Segmentation", IEEE Transaction on Medical Imaging, 2015
3. X. Zhen, L. Shao and X. Li, "Action Recognition by Spatio-Temporal Oriented Energies", Information Sciences, 2014
4. L. Zhang, X. Zhen and L. Shao, "Learning Object-to-Class Kernels for Scene Classification", IEEE Transactions on Image Processing, 2014
5 L. Shao, X. Zhen, D. Tao and X. Li, "Spatio-Temporal Laplacian Pyramid Coding for Action Recognition", IEEE transaction on System, Man and Cybernetics, Part B: Cybernetics, 2013
6. X. Zhen, L. Shao, D. Tao and X. Li, "Embedding Motion and Structure Features for Human Action Recognition", IEEE Transactions on Circuits and Systems for Video Technology, 2013.
7 J. Tang, L. Shao and X. Zhen, "Robust Point Pattern Matching Based on Spectral Context", Pattern Recognition, 2013
  X. Zhen and L. Shao, "A Local Descriptor Based on Laplacian Pyramid Coding for Action Recognition", Pattern Recognition Letters, 2012.
 
Conference Proceedings
1. X. Zhen, A. Islam, M. Bhaduri, I. Chan and S. Li, "Direct and Simultaneous Four-Chamber Volume Estimation with Multi-Output Regression", Accepted by Medical Image Computing and Computer-Assisted Intervention (MICCAI), Munich, Germany, 2015
2. X. Zhen, Z. Wang, M. Yu and S. Li, "Supervised Descriptor Learning for Multi-Output Regression", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Boston, U.S.A., 2015
3. X. Zhen, Z. Wang, A. Islam, M. Bhaduri, I Chan and S. Li, "Direct Volume Estimation Without Segmentation", SPIE Medical Imaging, 2015
4. X. Zhen, L. Shao and F. Zheng, "Discriminative Embedding via Image-to-Class Distances", in British Machine Vision Conference (BMVC), 2014
5. X. Zhen, Z. Wang, A. Islam, M. Bhaduri, I Chan and S. Li, "A Comparative Study of Methods for Cardiac Ventricular Volume Estimation" in 100th Annual Meeting of Radiological Society of North America, Chicago, U.S.A, 2014
6. X. Zhen, Z. Wang, A. Islam, M. Bhaduri, I Chan and S. Li, "Direct Estimation of Cardiac Bi-ventricular Volumes with Regression Forests", in Medical Image Computing and Computer-Assisted Intervention (MICCAI), Boston, U.S.A., 2014
7. X. Zhen and L. Shao, "A Performance Evaluation on Action Recognition with Local Features", in International Conference on Pattern Recognition (ICPR), Stockholm, Sweden, 2014.
8. X. Zhen and L. Shao, "Spatio-Temporal Steerable Pyramid for Human Action Recognition", in IEEE International Conference on Automatic Face and Gesture Recognition (FG), Shanghai, China, 2013
 

 
Contact Information
Office Phone 519-646-6000 (ext. 64626)
Email zhenxt@gmail.com