Jun Ye (叶 俊)

Email: jye@cs.ucf.edu
Department of Computer Science,
University of Central Florida,
4000 Central Florida Blvd,
Orlando, FL, 32816

Brief Bio:

I am currently a Ph.D. candidate advised by Dr. Kien A. Hua in Department of Computer Science at University of Central Florida. My research interests include multimedia retrieval, multimodal data analysis and machine learning. My current focus is on human-centric live video computing and human action recognition.

Education:

2010.8~Present Ph.D student in Computer Science,
School of EECS, Computer Science Dept,
University of Central Florida (UCF), Orlando, FL, USA.
2007.9~2010.3 M.S. in Computer Science,
Department of Pattern Recognition and Artificial Intelligence,
Beihang University (BUAA), Beijing, China.
2003.9~2007.6 B.S. in Automation,
School of Control Science and Engineering,
Huazhong University of Science and Technology (HUST), Wuhan, China.

Publications:

  1. Naifan Zhuang, Jun Ye and Kien A. Hua. "DLSTM Approach to Video Modeling with Hashing for Large-Scale Video Retrieval," accepted by International Conference on Pattern Recognition (ICPR). Cancun, Mexico. Dec 4-8, 2016.

  2. Kai Li, Guo-Jun Qi, Jun Ye and Kien A. Hua. "Cross-modal Hashing Through Ranking Subspace Learning," in proceedings of IEEE International Conference on Multimedia and Expo (ICME), Seattle, July 11-15, 2016.

  3. Jun Ye, Kai Li and Kien A. Hua. "WTA Hash-based Multimodal Feature Fusion for 3D Human Action Recognition," in proceedings of IEEE International Symposium on Multimedia (best paper award of ISM 2015), Miami, December 14-16, 2015.

  4. Jun Ye, Hao Hu, Kai Li, Guo-Jun Qi, and Kien A. Hua. "First-Take-All: Temporal Order-Preserving Hashing for 3D Action Videos." arXiv preprint arXiv:1506.02184 (2015).

  5. Jun Ye, Kai Li, Guo-Jun Qi and Kien A. Hua, "Temporal Order-Preserving Dynamic Quantization for Human Action Recognition from Multimodal Sensor Streams," ACM International Conference on Multimedia Retrieval (ICMR), Shanghai, June 2015.

  6. Jun Ye and Kien A. Hua, "Octree-based 3D Logic and Computation of Spatial Relationships in Live Video Query Processing," ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP), Vol 11, issue 2, December 2014.

  7. Kai Li, Jun Ye, and Kien A. Hua, "What Is Making That Sound?" in Proc. of ACM Multimedia Conference (ACM MM), Orlando, November 3-7, 2014.

  8. Jun Ye and Kien A. Hua, "Exploiting Depth Camera for 3D Spatial Relationship Interpretation [pdf][slides]," in proceedings of ACM Multimedia Systems (ACM MMSys). Oslo, Mar, 2013.

  9. Jun Ye, Kien A. Hua, "Scalability Study of Wireless Mesh Networks with Dynamic Stream Merging Capability [pdf]," in Proceedings of Multimedia Communications (best presentation paper award), Services & Security (MCSS), Krakow, Poland, 2011.

  10. Jun Ye, Lin-Lin Huang, and Xiao-Li Hao, "Neural Network Based Text Detection in Videos Using Local Binary Patterns [pdf]," in Proc. of China, Japan and Korea Joint Workshop on Pattern Recognition (CJKPR), Nanjing, November 04-09, 2009.

Research Projects:

Working Experiences:

Teaching:

  1. Graduate Teach Assistant: Introduction to C Programming, Fall 2010.
  2. Graduate Teach Assistant: Discrete Math, Fall 2013.
  3. Graduate Teach Assistant: Fundamentals of Database Systems, Spring 2014.
  4. Guest lecture: GPU Processing for Distributed Live Video Database (ppt), Spring 2015.

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Last updated on July 18, 2016.