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吴洪

领域:新一代信息技术产业 学校:电子科技大学职称:副教授

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教育背景

1993年毕业于中国科技大学计算机系,获学士学位;1997年考取中国科学院自动化所研究生,1999年进入模式识别国家重点实验室攻读博士学位,于2004年毕业并获得博士学位

工作经历

从1993年到1995年以及1995年到1999年先后在汉王科技公司和中自集团信息工程部从事软件开发工作;2004年5月加入NEC中国研究院,任副研究员;2006年5月加入电子科技大学计算机学院,并被特聘为副教授。

项目课题经历

主持项目: 1. 应用研发项目“焊后AOI元件类不良自动复判技术研发”,2019-2020 2. 应用研发项目“队列训练评分系统”,2019-2022 3. 应用研发项目“变电站实时监测系统”,2018-2019 4. 应用研发项目“基于X光的侧面头影测量标志点自动检测算法的研发”,2018-2019 5. 应用研发项目“输变电巡检中的特定目标检测与识别系统”,2017-2018 6. 校电子信息与医学论坛联合项目“基于TI-RADS标准的常规超声甲状腺结节计算机辅助诊断相关技术的研究”,2016-2017 7. 校信息医学研究中心开放课题“基于深度学习的胸片肺结节检测”,2015-2016 8. 国家重点实验室开放课题基金项目“可视媒体自动标注中多示例多标签学习算法研究”,2010-2011; 9. 国家自然基金面上项目“跨媒体语义医学图像检索中关键技术研究” ,2009-2011 10. 校青年科技基金重点项目“基于知识的智能医学图像检索”,2008-2010

论文、成果、著作等

Selected Publications [1] Fiseha B Tesema, Hong Wu*, Mingjian Chen, Junpeng Lin, William Zhu, Kaizhu Huang, Hybrid Channel Based Pedestrian Detection, Neurocomputing, (2020) (Accepted) [2] Hong Wu, Jianqiang Li, Yangyang Kang, Tingwei Zhong, Exploring Noise Control Strategies for UMLS-Based Query Expansion in Health and Biomedical Information Retrieval, Journal of Ambient Intelligence and Humanized Computing. Online, May 18, 2018. [3] Shujun Zhou, Hong Wu*, Jie Gong, Ting Le, Hao Wu, Qin Chen, Zenglin Xu, Mark-Guided Segmentation of Ultrasonic Thyroid Nodules Using Deep Learning, The 2nd International Symposium on Image Computing and Digital Medicine, Chengdu, China, Oct. 13-15, 2018. [4] Hong Wu, Xing Heng, Zenglin Xu, Consensus Guided Multiple Match Removal for Geometry Verication in Image Retrieval, The 22nd International Conference on Multimedia Modelling, Jan. 4-6, 2016. [5] 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 [6] 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 [7] 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. [8] 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. [9] 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) [10] Yong Fan, Yong Liu, Hong Wu, Yihui Hao, Haihong Liu, Zhening Liu, Tianzi Jiang. Discriminant analysis of functional connectivity patterns on Grassmann manifold. Neuroimage, 2011, 56(4):2058-2067. [11] Hong Wu, Hao Zhang, Chao Li. Medical Image Classification with Multiple Kernel Learning, The 2nd International Conference on Internet Multimedia Computing and Service (ICIMCS), Dec. 30-31, 2010. [12] 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. [13] Hong Wu, Hanqing Lu and Songde Ma. Ordinal Regression in Content-Based Image Retrieval. (Chinese version) Journal of Software, 2004,15(9):1336-1344. [14] Hong Wu, Hanqing Lu, Songde Ma, WillHunter: A CBIR System with Refined Relevance Measurement. 17th Intl. Conference on Pattern Recognition (ICPR), 2004, Cambridge, UK. [15] Hong Wu, Hanqing Lu, Songde Ma, A Practical SVM-Based Algorithm for Ordinal Regression in Image Retrieval. ACM Multimedia (ACM MM), 2003, Berkeley, USA. [16] 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 [17] Hong Wu, Hanqing Lu, Songde Ma, The Role of Sample Distribution in Relevance Feedback for Content-Based Image Retrieval, IEEE International Conference on Multimedia and Expo (ICME) 2002,August 26-29, Lausanne, Switzerland [18] Xianfeng Ding, Hong Wu, Hongjiang Zhang, Songde Ma, Review on Shape Matching. (Chinese version) ACTA AUTOMATICA SINICA, 9, 2001

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