Bo Zhang (张 博)

 

Email: bo-zhang[at]sjtu[dot]edu[dot]cn

Department of Computer Science and Engineering

Shanghai Jiao Tong University, Shanghai, China 200240

 

          

About Me

I am currently a Ph.D. student in Department of Computer Science and Technology, Shanghai Jiao Tong University. My research advisor is Prof. Li Niu.

I received the B. E. degree from College of Automation Engineering, Nanjing University of Aeronautics and Astronautics, Nanjing, China, in 2017. I received the M. S. degree from College of Biomedical Engineering and Instrument Science, Zhejiang University, Hangzhou, China, in 2020.

My research interests include deep learning and computer vision, especially focusing on computational aesthetics, image cropping, and image composition.

News

  • Nov 2023: I participated in developing our lab's image composition toolbox libcom. Feel free to try it out!
  • July 2023: One paper on foreground object search is accepted by ICCV 2023.
  • July 2023: One collaborative paper on watermark removal is accepted by ICCV 2023.
  • March 2023: Academic cooperation internship in AntGroup.
  • February 2023: One collaborative paper on Image Cropping is accepted by CVPR 2023.
  • July 2022: One paper on Human-centric Image Cropping is accepted by ECCV 2022.
  • May 2022: More fine-grained annotations of CADB dataset have been released.
  • October 2021: One paper on Image Composition Assessment is accepted by BMVC 2021.
  • November 2021: I developed an image composition demo for our lab, have a try if you are interested !
  • September 2020: I'm joining Department of CSE at Shanghai Jiao Tong University as a Ph.D. student.

Publications

Foreground Object Search by Distilling Composite Image Feature
Bo Zhang, Jiacheng Sui, Li Niu
IEEE International Conference on Computer Vision (ICCV, CCF A), 2023
[Paper] [Code&Dataset]
Fine-grained Visible Watermark Removal
Li Niu, Xing Zhao, Bo Zhang, Liqing Zhang
IEEE International Conference on Computer Vision (ICCV, CCF A), 2023
[Paper]
Image Cropping with Spatial-aware Feature and Rank Consistency
Wang Chao, Li Niu, Bo Zhang, Liqing Zhang
IEEE Conference on Computer Vision and Pattern Recognition (CVPR, CCF A), 2023
[Paper] [Supp]
Human-centric Image Cropping with Partition-aware and Content-preserving Features
Bo Zhang, Li Niu, Xing Zhao, Liqing Zhang
European Conference on Computer Vision (ECCV, CCF B), 2022
[Paper] [Code]
Image Composition Assessment with Saliency-augmented Multi-pattern Pooling
Bo Zhang, Li Niu, Liqing Zhang
British Machine Vision Conference (BMVC, CCF C), 2021
[Paper] [Code&Dataset]

Preprints

ControlCom: Controllable Image Composition using Diffusion Model
Bo Zhang, Yuxuan Duan, Jun Lan, Yan Hong, Huijia Zhu, Weiqiang Wang, Li Niu
[Paper] [Code]
Spatial Transformation for Image Composition via Correspondence Learning
Bo Zhang, Yue Liu, Kaixin Lu, Li Niu, Liqing Zhang
[Paper]
OPA: Object Placement Assessment Dataset
Liu Liu, Zhenchen Liu, Bo Zhang, Jiangtong Li, Li Niu, Qingyang Liu, Liqing Zhang
[Paper] [Github]
Making Images Real Again: A Comprehensive Survey on Deep Image Composition
Li Niu, Wenyan Cong, Liu Liu, Yan Hong, Bo Zhang, Jing Liang, Liqing Zhang
[Paper] [Demo]

Open Source Projects

Education

September 2013 - June 2017
B.E. degree from School of College of Automation Engineering, Nanjing University of Aeronautics and Astronautics, Nanjing, China.
July 2017 - April 2020
M. S. degree from College of Biomedical Engineering and Instrument Science, Zhejiang University, Hangzhou, China.
September 2020 - Present
Ph.D. in computer vision, Department of Computer Science and Technology, Shanghai Jiao Tong University, Shanghai, China.

Internships

March 2023 - Present
Academic cooperation internship
AntGroup, Security & Risk Management, Machine Intelligence, Shanghai, China.
April 2020 - August 2020
Computer vision algorithm engineer
Cloudwalk Research Institute, Chongqing, China.
July 2019 - September 2019
Computer vision algorithm engineer
Hikvision Research Institute, Hangzhou, China.