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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. [PDF]

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. [PDF]

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][Data(Images only)]

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]