工作經歷
1994.7—今:西北工業大學電子信息學院教師
2003.11—2004.12:芬蘭奧盧大學訪問學者
2007.9—2008.7:北京大學訪問學者
2013.6—今:“空天電子信息感知與光電控制”教育部重點實驗室副主任
2013.7—2013.8:芬蘭奧盧大學交流訪問
教育經歷
1987.9—1991.7:西北大學物理系攻讀學士學位
1991.9—1994.7:西北大學電子科學系攻讀碩士學位
1996.9—2001.5:西北工業大學航天學院攻讀博士學位
社會兼職
陝西省圖象圖形學學會常務理事,陝西省生物醫學工程學會理事,中國電子學會高級會員
主講課程
本科生課程:電路基礎(雙語),信號與系統(雙語)
研究生課程:有源網路綜合與套用,基於內容的視覺信息檢索
研究方向
主要研究領域為圖像處理、計算機視覺、情感識別等。
科學研究
主持了教育部留學人員科研啟動基金、陝西省自然科學基金等科研項目8項
國家自然科學基金項目:基於學習遷移和語義網路相結合的人臉表情識別新方法研究
教育部新世紀優秀人才支持計畫項目
國防863基金:XX識別新技術
博士點基金:基於大規模弱標註圖像的表情識別新方法研究
航空基金:基於Kinect的試飛員飛行狀態監測技術研究
航空基金:基於學習遷移和部分匹配相結合的SAR圖像識別新方法研究
航天支撐基金:XX關鍵技術
陝西省工業攻關:基於手機終端的互動式失蹤兒童信息檢索系統
陝西省自然科學基金:基於多感測器信息融合的駕駛員安全駕駛智慧型監控系統
留學回國人員啟動基金:表情識別新方法研究
學術成果
[1 ] Xia, Zhaoqiang; Feng, Xiaoyi; Peng, Jinye; Wu, Jun; Fan, Jianping. A regularized optimization framework for tag completion and image retrieval. Neurocomputing, November 17, 2013
[2] Yang, Chunlei; Peng, Jinye; Feng, Xiaoyi; Fan, Jianping. Integrating bilingual search results for automatic junk image filtering. Multimedia Tools and Applications, 2014: 661-688
[3] Xia, Zhaoqiang; Feng, Xiaoyi; Peng, Jinye; Fan, Jianping. Content-Irrelevant Tag Cleansing via Bi-Layer Clustering and Peer Cooperation. Journal of Signal Processing Systems, May 15, 2014
[4] Xia, Zhaoqiang; Peng, Jinye; Feng, Xiaoyi; Fan, Jianping. Automatic Abstract Tag Detection for Social Image Tag Refinement and Enrichment. Journal of Signal Processing Systems, 2014: 5-18
[5] Xia, Zhaoqiang; Shen, Yi; Feng, Xiaoyi; Peng, Jinye; Fan, Jianping. Automatic tag-to-region assignment via multiple instance learning. Multimedia Tools and Applications, 2013: 1-24
[6] Shen, Yi ; Peng, Jinye; Feng, Xiaoyi; Fan, Jianping. Multi-label multi-instance learning with missing object tags. Multimedia Systems, 2013: 17-36
[7] Feng, Xiaoyi; Lai, Yangming; Mao, Xiaofei; Peng, Jinye; Jiang, Xiaoyue; Hadid, Abdenour. Extracting local binary patterns from image key points: Application to automatic facial expression recognition. SCIA 2013 proceedings: 339-348
[8] Zhou, Ning; Shen, Yi; Peng, Jinye, Feng, Xiaoyi;Fan, Jianping. Leveraging auxiliary text terms for automatic image annotation. The 20th International World Wide Web Conference, 2011:175-176
[9] Wang, Xibo; Feng, Xiaoyi; Peng, Jinye.A novel facial expression database construction method based on web images. ACM International Conference Proceeding Series, 2011:124-127
[10] Yang, Chunlei; Feng, Xiaoyi; Peng, Jinye; Fan, Jianping. Efficient large-scale image data set exploration: Visual concept network and image summarization. MMM 2011:111-121
[11] Yan, Kun; Feng, Xiaoyi; Huang, He; Fan, Shaochong. A novel algorithm for filtering out junk images interactively from web search results.3rd IEEE International Conference on Computer Science and Information Technology, 2010:195-199
[12] Xia Zhaoqiang; Feng Xiaoyi; Peng Jinye; Xie Hongmei. Regions of Interest Detection with Edge and Depth Information, 4th IEEE Conference on Industrial Electronics and Applications, 2009:3028-3031
[13] Feng, Xiaoyi; Matti Pietikäinen; Abdenour Hadid. Facial expression recognition based on local binary patterns. Pattern Recognition and Image Analysis. 2007(17): 592-598
[14] Feng, Xiaoyi; Matti Pietikäinen; Abdenour Hadid; Xie Hongmei. A novel real time system for facial expression recognition. the First International Conference on Affective Computing and Intelligent Interaction 2005: 248-256
[15] Feng, Xiaoyi; Abdenour Hadid; Matti Pietikäinen. A coarse-to-fine classification scheme for facial expression recognition. International Conference on Image Analysis and Recognition.2004: 668-675
獲獎記錄
2014年獲陝西省教學成果獎一等獎
2011年獲國防科技進步三等獎,2013年獲陝西高等學校科學技術獎一等獎,2014年獲陝西省科學技術獎二等獎
2002年入選西北工業大學首批英才計畫,2007年獲西北工業大學優秀青年教師,2008年入選教育部新世紀優秀人才計畫