Zezhou Cheng 程泽洲

Biography

I am a first-year Ms/PhD student in Computer Science at Umass Amherst. I am co-advised by Subhransu Maji and Daniel Sheldon. Before coming to Umass, I have been working as a research assistant in Shanghai Jiao Tong University, starting from my third undergraduate year. I obtained my B.S. degree in Computer Science from Sichuan University (Chengdu, China) in 2015.

I am very lucky to work with Prof. Qingxiong Yang (City University of Hong Kong) and Prof. Bin Sheng (Shanghai Jiao Tong University) for two years, starting from my third undergraduate year. I am pretty interested computer vision and machine learning. And I have been working on the following problems: (1) Image colorization; (2) Scene parsing; (3) Image co-segmentation.


Publications

Google Scholar

Zezhou Cheng, Qingxiong Yang, and Bin Sheng, "Colorization Using Neural Network Ensemble", IEEE Transactions on Image Processing (TIP), 2017.

[ Project Website ]

Zezhou Cheng, Qingxiong Yang, and Bin Sheng, “Deep colorization”, IEEE International Conference on Computer Vision (ICCV), 2015. (My undergraduate thesis)

[ PDF | Code | Results (view online) ]

Yi Yang, Bin Sheng, Wen Wu, Zezhou Cheng, and Ruimin Shen, "Image saliency detection based on rectangular-wave spectrum analysis.", Multimedia Tools and Applications, 2015.

[ PDF ]

Professional Activities

Reviewer for

IEEE Transactions on Image Processing (TIP)

IEEE Transactions on Multimedia (TMM)

Pattern Recognition (PR)

IET Image Processing

Pacific Graphics (PG)

Awards

National Scholarship, Shanghai Jiao Tong University, 2016

Outstanding Graduate, Sichuan University, 2015

National Scholarship, Sichuan University, 2014

The First Prize Scholarship, Sichuan University, 2014

Outstanding Student, Sichuan University, 2012- 2014