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Dong Zhang, PhD

Research Interests

  • Computer Vision (Image/Video Segmentation, Object Detection, Human Pose Estimation, Structure from Motion, Scene Understanding)
  • Machine Learning (Deep Learning)

Education

  • Ph.D., Computer Science, CRCV, University of Central Florida (UCF), USA, 2016 (Advisor: Dr.Mubarak Shah)
  • Ph.D., Control Science and Engineering, Zhejiang University (ZJU), China, 2013
  • B.E., Automation, Zhejiang University (ZJU), China, 2007

Projects


Publications

H Idrees, M Tayyab, K Athrey, Dong Zhang, S Al-Maadeed, N Rajpoot, “Composition loss for counting, density map estimation and localization in dense crowds”, European Conference on Computer Vision (ECCV), Munich, Germany, Sep. 8-14, 2018. PDF

R LaLonde, Dong Zhang, M Shah, “ClusterNet: Detecting Small Objects in Large Scenes by Exploiting Spatio-Temporal Information”, Computer Vision and Pattern Recognition (CVPR), Salt Lake City, Utah, June 18-22, 2018 PDF

Amir Mazaher, Dong Zhang and Mubarak Shah, “Video Fill In the Blank using LR/RL LSTMs with Spatial-Temporal Attentions”, ICCV, 2017. PDF

Waqas Sultani, Dong Zhang and Mubarak Shah, “Unsupervised Action Proposal Ranking through Proposal Recombination”, Computer Vision and Image Understanding (CVIU), 2017. PDF

Dong Zhang, Ziyan Wu, Shanhui Sun, Bor-Jeng Chen, and Terrence Chen, “Vessel Tree Tracking in Angiographic Sequences”, Journal of Medical Imaging, 2017. Link

Bor-Jeng Chen, Ziyan Wu, Shanhui Sun, Dong Zhang and Terrence Chen, “Guidewire Tracking Using a Novel Sequential Segment Optimization Method in Interventional X-Ray Videos”, ISBI, 2016. Link

Dong Zhang, and Mubarak Shah, “Human Pose Estimation in Videos”, ICCV, 2015. PDF

Dong Zhang, Omar Javed and Mubarak Shah, “Video Object Co-Segmentation by Regulated Maximum Weight Cliques”, ECCV, 2014. PDF

Dong Zhang, Omar Javed and Mubarak Shah, “Video Object Segmentation through Spatially Accurate and Temporally Dense Extraction of Primary Object Regions”, CVPR, 2013. ( Oral, Acceptance rate = 3.2%) PDF

Dong Zhang, Omar Oreifej and Mubarak Shah, “Face Verification Using Boosted Cross-Image Features”, Technical Report, September 2013. PDF

Dong Zhang and Ping Li, “Visual Odometry in Dynamical Scenes.”, Sensors and Transducers (1726-5479), 147(12), 2012.

Dong Zhang and Ping Li. “Motion Detection for Rapidly Moving Cameras in Fully 3D Scenes.”, IEEE Fourth Pacific-Rim Symposium on Image and Video Technology (PSIVT), 2010.


Resume

Contact

Address: 2788 San Tomas Expressway Santa Clara, CA. 95050
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