Jianming Zhang

Image and Video Computing Group

Computer Science Department, Boston University

 

I am a 5th-year PhD student, under the supervision of Prof. Stan Sclaroff. Before joining the IVC group at Boston University, I had received a M.S. and a B.S. degree in Mathematical Science at Tsinghua University, Beijing, China. My current research focuses on visual tracking, action recognition, visual saliency, etc.

 

Contact: jmzhang AT bu.edu

[CV] [Google Scholar Profile]

News

 

08/29: One paper accepted at ICCV.

08/15: Extended version of Boolean Map Saliency paper accepted at PAMI.

08/15: Accepted another internship offer from Adobe for the fall semester.

 

 

Research

Salient Object Subitizing

  • Predicting the existence and the number of salient objects at a glance.

[PDF][Supplementary][Project Page]

 

Jianming Zhang, et al.  "Salient Object Subitizing." CVPR, 2015.

 

Boolean Map Saliency

  • A simple, fast and state-of-the-art saliency model for both eye fixation prediction and salient object detection.

[PDF][Project Page]

 

Jianming Zhang and Stan Sclaroff. "Saliency Detection: A Boolean Map Approach.'' ICCV, 2013.

Jianming Zhang and Stan Sclaroff. "Exploiting Surroundedness for Saliency Detection: A Boolean Map Approach." TPAMI, 2015.

The MEEM Trakcer

  • A self-correcting tracker for robust online tracking.

[PDF][Supplementary][Project Page]

 

Jianming Zhang, Shugao Ma and Stan Sclaroff. "MEEM: Robust Tracking via Multiple Experts using Entropy Minimization.'' ECCV, 2014.

 

Tracker Hierarchy

  • An online multi-person tracking scheme that is robust to person detection errors.

[PDF][Project Page]

 

Jianming Zhang, Liliana  Lo Presti and Stan Sclaroff, "Online Multi-Person Tracking by Tracker Hierarchy." AVSS, 2012.

Publications

 

2015

 

Jianming Zhang, Stan Sclaroff, Zhe Lin, Xiaohui Shen, Brian Price and Radomír Měch. "Minimum Barrier Salient Object Detection at 80 FPS." To appear in Proc. IEEE International Conference on Computer Vision (ICCV), 2015. [coming soon]

 

Jianming Zhang and Stan Sclaroff. "Exploiting Surroundedness for Saliency Detection: A Boolean Map Approach." Accepted at IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2015. [PDF][Supplementary][Project Page]

 

Jianming Zhang, Shugao Ma, Mehrnoosh Sameki, Stan Sclaroff, Margrit Betke, Zhe Lin, Xiaohui Shen, Brian Price and Radomír Měch. "Salient Object Subitizing." In Proc. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2015. [PDF][Supplementary][Project Page]

 

2014

 

Jianming Zhang, Shugao Ma and Stan Sclaroff. "MEEM: Robust Tracking via Multiple Experts using Entropy Minimization.'' In Proc. European Conference on Computer Vision (ECCV), 2014. [PDF][Supplementary][Project Page]

 

2013

 

Jianming Zhang and Stan Sclaroff. "Saliency Detection: A Boolean Map Approach.'' In Proc. IEEE Internetional Conference on Computer Vision (ICCV), 2013. [PDF][Project Page]

 

Shugao Ma, Jianming Zhang, Nazli Ikizler-Cinbis and Stan Sclaroff. "Action Recognition and Localization by Hierarchical Space-Time Segments.'' In Proc. IEEE Internetional Conference on Computer Vision (ICCV), 2013.[PDF] [Project Page]

 

Zheng Wu, Jianming Zhang, and Magrit Betke. "Online Motion Agreement Tracking.'' In Proc. 24th British Machine Vision Conference (BMVC), 2013. [YouTube]

 

James M. Rehg, Gregory D. Abowd, Agata Rozga, Mario Romero, Mark A. Clements, Stan Sclaroff, Irfan Essa, Opal Y. Ousley, Yin Li, Chanho Kim, Hrishikesh Rao, Jonathan C. Kim, Liliana Lo Presti, Jianming Zhang, Denis Lantsman, Jonathan Bidwell and Zhefan Ye. "Decoding Children's Social Behavior." In Proc. IEEE Conference on Computer Vision and Pattern Recognition (CVPR). 2013. [PDF]

 

2012

 

Jianming Zhang, Liliana  Lo Presti and Stan Sclaroff, "Online Multi-Person Tracking by Tracker Hierarchy." In Proc. IEEE Conference on Advanced Video and Signal Based Surveillance (AVSS), 2012. [PDF][Project Page]