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曾坤

中山大學數據科學與計算機學院副教授

曾坤,中山大學數據科學與計算機學院副教授。

研究領域


1. 計算機視覺和機器學習
--Object Recognition andSegmentation
--Deep Learning and Image Stylization
--手寫體識別, 車牌識別等
2. 醫學影像分析
--Deep Learning and Medical Image Segmentation
3. 金融大數據分析
--時序分析, 統計分析, 模式分析等

科研項目


From Image Parsing to Painterly Rendering (TOG)Painterly Animation with Video Content Extraction (NPAR, TVCG)Computer Generated Embroidery

代表論著


Major Journals
● ● Liang Lin, Ping Luo, Xiaowu Chen, andKun Zeng, "Representing and Recognizing Objects with Massive Local Image Patches", Pattern Recognition, accepted, 2011.
● ● Kun Zeng, Mingtian Zhao, Caiming Xiong and Song-Chun Zhu, "From Image Parsing to Painterly Rendering", ACM Transactions on Graphics. vol. 29 (1), Article 2, 2010 (Cover Paper, Presented in Siggraph2010)
● ● Kun Zeng, Liang Lin, Huaiyu Wu, Chunhong Pan, Qing Yang, "Automatic Natural Image Sketching with Low-, Mid-level Cues", Journal of Information and Computational Science, 5(4): 1647-1655, 2008
● ● Liang Lin,Kun Zeng, Yongtian Wang, and Wenze Hu,"3D Structure Inference by Integrating Segmentation and Recnstruction from a Single Image", IET Computer Vision, 2(1): 15-22, 2008.
● ● Yu Wu, Chunhong Pan,Kun Zeng, Qing Yang, Sngde MA. "An Efficient Skeleton-Free Pose Retargetting Method for Triangular Meshes". Chinese Journal of Electronics (English Version), 4, pp. 659-664, 2008.
● ● Liang Lin, Yongtian Wang, Caiming Xiong , Xiaoming Hu,Kun Zeng, "Marker-less Registration Based on Template Tracking for Augmented Reality", Multimedia Tools and Applications, vol. 41(2), pp. 235-252, 2009.
● ● Liang Lin,Kun Zeng, "Marker-less Registration Based on Template Tracking for Augmented Reality", Multimedia Tools and Applications, vol. 41(2), pp. 235-252, 2009.
Major Conferences
● ● Kun Zeng, Ruimao Zhang, Xiaodan Lan, Yan Pan, Liang Lin, "Color Style Transfer by Constraint Locally Linear Embedding", Proc. of IEEE Conference on Image Processing (ICIP, accepted), 2011.
● ● Liang Lin,Kun Zeng, Han Lv, Yizhou Wang, YingQing Xu, and Song-Chun Zhu, "Painterly Animation Using Video Semantics and Feature Correspondence", Proc. of International Symposium on Non-Photorealistic Animation and Rendering (NPAR), 2010. (Runner-up Best Paper Award)
● ● H. Lv, L. Lin,Kun Zeng, N. Sang, "nteractive Rotoscoping: Extracting and Tracking Object Sketch", Proc. of IEEE Conference on Image Processing (ICIP), 2009.
● ● Kun Zeng, Ke Yang, Leyuan Liu, Qing Yang, "Real-time Registration based on Planar Template Tracking for AR System". International Congress on Image and Signal Processing, 2008.5: 234 -238.
● ● Liang Lin,Kun Zeng, Xiaobai Liu, and Song-Chun Zhu, "Layered Graph Matching by Composite Cluster Sampling with Collaborative and Competitive Interactions", Proc. of IEEE Conference on Computer Vision and Pattern Recognition, 2009.
● ● Feng Min,Kun Zeng, and Nong Sang, "A Classified Method of Human Hair for Hair Sketching". International Congress on Image and Signal Processing, 2008..