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Hong Wu

Associate Professor of Computer Science, University of Electronic Science and Technology of China (Chengdu)

Hong_Wu
Experience
2006 – Present, Associate Professor of Computer Science, University of Electronic Science and Technology of China (Chengdu)
2004 – 2006, Associate Researcher, NEC Labs China (Beijing)
2004, Ph.d in Pattern Recognition and Intelligence System, Institute of Automation, Chinese Academy of Sciences (Beijing) 
1993, Bachelor’s degree in Computer Science, University of Science and Technology of China (Hefei)  

Brief Research Statement
His main research interests include Medical Image Analysis and Retrieval, Multimedia Retrieval and Application, Computer Vision and Machine Learning. He has published more than 20 papers on important domestic and international academic journals and conferences.

Selected Awards
  1. The 2011 Pacific-Rim Conference on Multimedia (PCM 2011), Best Paper Runner-up.
  2. 2012 ImageCLEF Medical retrieval task, our best run ranked 2nd in image classification subtask (visual method), our best run ranked 3rd in medical case retrieval subtask.
  3. 2011 ImageCLEF Medical retrieval task, our best run ranked 1th in case-based retrieval subtask.
  4. 2010 ImageCLEF Medical retrieval task, our best run ranked 2rd in image modality classification (visual method).

Selected Publications
[1] Hong Wu, Lele He. Combining visual and textual features for medical image modality classification with LP norm multiple kernel learning, Neurocomputing 147 (2015) 387-394
[2] Hewei Cheng, Hong Wu, Yong Fan. Optimizing affinity measures for parcellating brain structures based on resting state fMRI data: A validation on medial superior frontal cortex. Journal of Neuroscience Methods Volume 237, 30 November 2014, Pages 90–102
[3] Hong Wu, Kuangkai Sun, Asymmetric Semantic Similarity for Biomedical Information Retrieval, The 7th Asia-Pacific Association for Medical Informatics Conference (APAMI), Beijing, China, October 22-25, 2012.
[4] Hong Wu, Kuangkai Sun, Zhongliu Zhuo, Improving Context-Based Medical Image Retrieval by Incorporating Semantic-Based Retrieval, The 4nd International Conference on Internet Multimedia Computing and Service (ICIMCS), Wuhan, China, September 9-11, 2012.
[5] Hong Wu, Chengbo Tian. Thesaurus-Assistant Query Expansion for Context-Based Medical Image Retrieval. the 12th Pacific-Rim Conference on Multimedia, (PCM), Dec. 20-22, 2011. (Best Paper Runner-up)
[6] Hong Wu, Hao Zhang, Chao Li. Medical Image Classification with Multiple Kernel Learning 2nd International Conference on Internet Multimedia Computing and Service (ICIMCS), Dec. 30-31, 2010.
[7] Hong Wu, Hanqing Lu and Songde Ma. A Survey of Relevance Feedback Techniques in Content-Based Image Retrieval. (Chinese version) Chinese Journal of Computers, 2005, 28(12):1969-1979.
[8] Hong Wu, Hanqing Lu, Songde Ma, WillHunter: A CBIR System with Refined Relevance Measurement. 17th Intl. Conference on Pattern Recognition (ICPR), 2004, Cambridge, UK.
[9] Hong Wu, Hanqing Lu, Songde Ma, A Practical SVM-Based Algorithm for Ordinal Regression in Image Retrieval. ACM Multimedia (ACM MM), 2003, Berkeley, USA.
[10]    Hong Wu, Hanqing Lu, Songde Ma, Multilevel Relevance Judgment, Loss Function, and Performance Measure in Image Retrieval, International Conference on Image and Video Retrieval (CIVR), 2003, July 24-25, Urbana, IL, USA