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Kang Zheng


Ph.D. Candidate
Department of Computer Science and Engineering
Univerisity of South Carolina

Email : zheng37 AT email dot sc dot edu


CV


Education


Teaching

CSCE 146: Algorithmic Design II [Spring 2018]


Research

Currently, I am doing researches in Computer Vision Lab supervised by Dr. Song Wang. My research interests include action recognition/detection, person identification, feature learning and metric learning.


Publications

G. Liang, X. Lan, K. Zheng, S. Wang, N. Zheng. Cross-View Person Identification by Matching Human Poses Estimated with Confidence on Each Body Joint, AAAI Conference on Artificial Intelligence (AAAI), New Orleans, LA, 2018.

H. Yu, K. Zheng, J. Fang, H. Guo, W. Feng, S. Wang. Co-Saliency Detection within a Single Image, AAAI Conference on Artificial Intelligence (AAAI), New Orleans, LA, 2018.

K. Zheng, X. Fan, Y. Lin, H. Guo, H. Yu, D. Guo, S. Wang. Learning View-Invariant Features for Person Identification in Temporally Synchronized Videos Taken by Wearable Cameras, IEEE International Conference on Computer Vision (ICCV), 2858-2866, Venice, Italy, 2017. [PDF][Code][Data]

D. Guo, K. Zheng, S. Wang. Lesion Detection Using T1-Weighted MRI: A New Approach Based on Functional Cortical ROIs, IEEE International Conference on Image Processing (ICIP), 4427-4431, Beijing, China, 2017. [PDF]

K. Zheng, H. Guo, X. Fan, H. Yu, S. Wang. Identifying Same Persons from Temporally Synchronized Videos Taken by Multiple Wearable Cameras, CVPR ChaLearn Looking at People Workshop, Las Vegas, NV, 2016. [PDF]

D. Guo, J. Fridriksson, P. Fillmore, C. Rorden, H. Yu, K. Zheng, S. Wang. Automated Lesion Detection on MRI Scans using Combined Unsupervised and Supervised Methods, BMC Medical Imaging, 15:50, 2015. [PDF]

X. Fan, K. Zheng, Y. Lin, S. Wang. Combining Local Appearance and Holistic View: Dual-Source Deep Neural Networks for Human Pose Estimation, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 1347-1355, Boston, MA, 2015. [PDF]

D. Salvi, K. Zheng, Y. Zhou, S. Wang. Distance Transform Based Active Contour Approach for Document Image Rectification, IEEE Winter Conference on Applications of Computer Vision (WACV), 757-764, Waikoloa Beach, HI, 2015. [PDF]

K. Zheng*, Y. Lin*, Y. Zhou, D. Salvi, X. Fan, D. Guo, Z. Meng, S. Wang. Video-based Action Detection using Multiple Wearable Cameras, ECCV ChaLearn Looking at People Workshop, Zurich, Switzerland, 2014. (*Co-first author) [PDF]

X. Fan, K. Zheng, Y. Zhou, S. Wang. Pose Locality Constrained Representation for 3D Human Pose Reconstruction, European Conference on Computer Vision (ECCV), 174-188, Zurich, Switzerland, 2014. [PDF]