Xiaowei Zhou (周晓巍)
– GRASP Laboratory & Computer and Information Science
– University of Pennsylvania
Address: Levine Hall L403, 3330 Walnut St, Philadelphia, PA 19104
Please find my CV here
Sep. 2008 – Aug. 2013, Ph.D. in Electronic and Computer Engineering, HKUST
Sep. 2004 – Jun. 2008, Bachelor in optical engineering, Zhejiang University
My research interests include computer vision, robotics and high-dimensional data analysis with a focus on 3D object recognition, shape estimation, motion-based segmentation, sparse/low-rank modeling & optimization, and vision-based navigation.
- X. Zhou, M. Zhu, and K. Daniilidis. Multi-Image Matching via Fast Alternating Minimization. To appear in the International Conference on Computer Vision (ICCV), 2015.
- M. Zhu*, X. Zhou*, and K. Daniilidis. Pose and Shape Estimation with Discriminatively Learned Parts. To appear in the International Conference on Computer Vision (ICCV), 2015. *Equal contribution.
- X. Zhou, S. Leonardos, X. Hu, and K. Daniilidis. 3D shape reconstruction from 2D landmarks: A convex formulation. In IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2015. Oral presentation. [Code]
- X. Zhou, C. Yang, H. Zhao, W. Yu. Low-Rank Modeling and its Applications in Image Analysis. ACM Computing Surveys, 47(2): 36, 2014. [Code]
- X. Zhou, J. Liu, X. Wan, W. Yu. Piecewise-constant and low-rank approximation for identification of recurrent copy number variations. Bioinformatics, 2014. [Code]
- X. Zhou, X. Huang, J.S. Duncan, W. Yu. Active Contours with Group Similarity. In Proceedings of IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), 2013. [Code]
- X. Zhou, W. Yu. Low-Rank Modeling and its Applications in Medical Image Analysis. SPIE Defense, Security, and Sensing: Signal, Image, and Neural Net Processing, 2013 (Invited paper).
- X. Zhou, C. Yang, W. Yu. Moving Object Detection by Detecting Contiguous Outliers in the Low-Rank Representation. IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), 2013. [Code]
- X. Zhou, C. Yang, X. Wan, H. Zhao, W. Yu. Multi-Sample aCGH Data Analysis via Total Variation and Spectral Regularization. IEEE/ACM Transactions on Computational Biology and Bioinformatics, 2013. [Code]
- X. Zhou, S. Lei, Y. Yu, C. Lien, K. K. Shung, W. Yu. Ultrasound Bio-Microscopic Image Segmentation for Evaluation of Zebrafish Cardiac Function. IEEE Transactions on Ultrasonics, Ferroelectrics and Frequency Control, 2013. [Code]
- X. Zhou, C.Yang, W. Yu. Automatic Mitral Leaflet Tracking by Outlier Detection in the Low-rank Representation. In Proceedings of IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), 2012. [Code]
- C. Yang, X. Zhou, X. Wan, Q. Yang, H. Xue and W. Yu. Identifying Disease-Associated SNP Clusters via Contiguous Outlier Detection. Bioinformatics, 2011.
- X. Zhou, T. Liang, and W. Yu. Accurate Segmentation of Ultrasound Images Using the Motion Cue. In Proceedings of International Symposium on Biomedical Imaging, 2010.