Wenbo Bao

I am currently a Ph.D. candidate in the Department of Electronic Engineering, Shanghai Jiao Tong University since Sep 2014 and also a visiting student in the Department of Electrical Engineering and Computer Science, University of California at Merced. The joint supervisors are Prof. Zhiyong Gao and Prof. Ming-Hsuan Yang. I received the B. Eng. degree in the Department of Electronic and Information, Huazhong University of Science and Technology, Wuhan. My current research interests focus on image/video processing, computer vision and machine learning. I am also fluent in hardware design, embedded system, parallel programming. Here is my full CV.

Contact me by mailing to bwb0813@gmail.com


Publications

KalmanFlow: Efficient Kalman Filtering for Video Optical Flow

Wenbo Bao, Xiaoyun Zhang, and Zhiyong Gao

IEEE International Conference on Image Processing (ICIP), Athens, 2018 (to appear)


High Order Model and Dynamic Filtering for Frame Rate Up Conversion

Wenbo Bao, Xiaoyun Zhang, Li Chen, Lianghui Ding, and Zhiyong Gao

Transactions on Image Processing (TIP), 2018.


Iterative Convolutional Neural Network for Noisy Image SuperResolution

Wenbo Bao, Xiaoyun Zhang, Shangpeng Yan, Zhiyong Gao

IEEE International Conference on Image Processing (ICIP), Beijing, 2017.


High-quality and Real-time Frame Interpolation on Heterogeneous Computing System

Wenbo Bao, Xiaoyun Zhang, Li Chen, Zhiyong Gao

IEEE International Symposium on Broadband Multimedia Systems and Broadcasting (BMSB), 2017.


Frame Rate Up-Conversion Based on Motion-Region Segmentation

Wenbo Bao, Xiaoyun Zhang, Zhiyong Gao, Li Chen

IEEE Conference on Visual Communication and Image Processing (VCIP), Chengdu, 2016


Education

2017 - present Joint Ph.D. student, University of California, Merced, Merced, CA, US

Advisor: Ming-Hsuan Yang

Research Interests: Frame Interpolation, Optical Flow, Super-Resolution

2014 - present Ph.D. candidate, Shanghai Jiao Tong University, Shanghai, China

Department of Electronic Engineering

Thesis: Video Generation and Modeling

Advisor: Zhiyong Gao

2010 - 2014 Bachelor of Engineering, Huazhong University of Science and Technology, Wuhan, China

Electronic Information Engineering

Undergraduate Thesis: Analysis and Research for Video Image Quality Enhancement

Advisor: Kan Xiao

Honors & Awards

Jun 2014 Outstanding Undergraduate

Sep 2013 National First Prize

in National Undergraduate Electronic Design Competition (NUEDC)

Sep 2012 Second National Grants

Aug 2012 Second Prize

in Hubei Undergraduate Electronic Design Competition

Nov 2012 Second Prize

in Altera SOPC Electronic Design Competition

May 2012 Third Prize

in National Micromouse Contest

Oct 2011 National Encouragement scholarship

Sep 2011 Second National Grants

Teaching & Mentoring

Spring 2017 Teaching Assistant of Hardware Description Language and Digital System Simulation, SEIEE, SJTU

Summer 2014 Designer of the Digital Circuit and Embedded course

System Design Based on Xilinx FPGA SOC, Electrical and Electronic Science and Technology Innovation Center (STI), HUST.

Professional Skills

Machine Learning

Caffe, Keras/TensorFlow, Pytorch/Torch

Parallel Programming

CUDA, OpenCL

Computer Vision

OpenCV, OpenGL

Hardware Programming

Verilog HDL/VHDL

Basic Programming

C/C++, Matlab, Python, x86 assembly, MIPS, C#