蔡強
人物簡歷
教育經歷
1999-2003 北京航空航天大學航空宇航製造技術專業CAD方向，工學博士
1991-1994 北京輕工業學院輕工機械專業，工學碩士
1987-1991 北京航空航天大學飛行器環境控制與安全救生專業，工學學士
工作經歷
(1) 2020-04至今, 北京工商大學, 計算機學院黨委書記, 教授，博士生導師
(2) 2019-04至2020-04, 北京工商大學, 計算機與信息工程學院黨委書記, 教授，博士生導師
(3) 2012-04至2019-04, 北京工商大學, 計算機與信息工程學院院長, 教授，碩士生導師
(4) 2011-01至2012-04, 北京工商大學, 材料與機械工程學院院長, 教授，碩士生導師
(5) 2008-11至2011-01, 北京工商大學, 機械工程學院副院長/工科實踐中心主任, 副教授、教授，碩士生導師
(6) 2005-07至2008-11, 北京工商大學, 工科實踐中心主任, 副教授，碩士生導師
(7) 2004-01至2005-07, 北京工商大學, 計算機學院, 講師、副教授
(8) 1994-07至2004-01, 北京工商大學（原北京輕工業學院）, 機械工程系, 助教、講師
研究方向
計算機圖形學、科學可視化、智能信息處理、食品安全大數據技術。
計算機高級語言、計算機圖形學、現代編程語言、算法與數據結構、軟件需求工程
研究生教學：（課程）
商業物聯網、面向對象系統分析與設計
指導碩士研究生：9人
已畢業研究生：27人
科研項目
1. 參與北京市科技計劃「供奧食材安全風險分析與識別知識圖譜構建研究」（Z191100008619007），2019-2021年
2. 參與國家重點研發計劃子課題「食品品質質量智能化追溯技術」，2016-2020年
3. 主持北京市科技計劃「食品安全知識圖譜及大數據平台研製」（Z161100001616004），2016-2017年
4. 參與國家科技支撐計劃子課題（2015BAK36B04），2015-2018年
5. 參與國家「973計劃」子課題「空間多源數據分析與跨尺度融合」，項目編號：2012CB821206，2012-2015年
6. 參與國家重大專項(2011ZX05038)，2011-2014年
7. 主持數字岩心幾何模型軟件平台的研製，橫向項目，2011-2012年
8. 主持北京市自然科學基金面上項目，面向城市道路交通的基於Voronoi圖的動態路徑規劃研究，項目編號：4112016 ，2011-2013年
9. 主持 「北京市屬高等學校人才強教深化項目中青年骨幹人才」計劃（PHR201008239），2010-2012年
10. 主持北京市自然科學基金面上項目：PEBI網格的理論及應用的研究，項目編號：4062010，2006-2008年
社會兼職
兼任中國人工智能學會理事、中國人工智能學會智能服務專委會副主任委員、智能空天系統專業委員會委員，全國高等學校計算機教育研究會理事，中國教育發展戰略學會教育信息化專業委員會委員，中國計算機學會(CCF)高級會員、虛擬現實與可視化專委會委員、教育專業委員會委員，中國系統仿真學會數字娛樂仿真專業委員會委員，中國圖學會會員。計算機輔助設計與圖形學學報、電子學報、光學精密工程、工程圖學等期刊審稿人。食品安全大數據技術北京市重點實驗室副主任。
學術成果
文章
迄今在核心期刊和國內外學術會議公開發表學術論文100餘篇，其中SCI/EI/ISTP收錄30餘篇，其中第一或通訊作者主要論文如下：
1）Shanshan Li, Qiang Cai∗, Zhuangzi Li ∗, Haisheng Li, Naiguang Zhang, Xiaoyu Zhang. Attention-aware invertible hashing network with skip connections，Pattern Recognition Letters，138(2020): 556–562，SCI，JCR Q2,WOS: 000579804900075
2）SHANSHAN LI,QIANG CAI*, HAISHENG LI, JIAN CAO, LEI WANG, ZHUANGZI LI. Frequency Separation Network for Image Super-Resolution, IEEE Access, Feb. 2020,vol.8:33768-33777, SCI，JCR Q1, WOS:000567604800059
3）蔡強,鄧毅彪,李海生,余樂,明少鋒.基於深度學習的人體行為識別方法綜述[J].計算機科學. 2020, 47(4):78-86
4）Cai, Qiang; Li, Jing*; Li, Haisheng; Weng, Yunxuan. BTBUFood-60: dataset for object detection in food field[C]. IEEE International Conference on Big Data and Smart Computing (BigComp 2019)，2019-2-27~3-2，Japan. pp.359-362
5）Qiang Cai, Ziyu Xue, Xiaoyu Zhang, Xiaobin Zhu,Wei Shao,Lei Wang. A Novel Framework for Image Description Generation. In: Yang J. et al. (eds) Computer Vision. CCCV 2017(BEST PAPER). Communications in Computer and Information Science, vol 771:589-599. Springer, Singapore,
6）Cai, Qiang, Li, Qiang, Li, Haisheng, Mao, Dianhui. A visualization method for hierarchical structure information of the food inspection data based on force-directed model. Lecture Notes in Electrical Engineering. Vol.460(2):571-579. Proceedings of 2017 Chinese Intelligent Systems Conference. Springer Verlag.
7）蔡強、劉亞奇、曹健、李海生、杜軍平，一種基於自適應標記與區域間近鄰傳播聚類的分水嶺圖像分割算法，電子學報，2017,45（8）：1911-1918， EI：20174204272248
8）蔡強、郝佳雲、曹健、李海生. 結合局部特徵及全局特徵的顯著性檢測，光學精密工程， 2017,25（3）：772-778，EI：20172203711474
9）蔡強、魏立偉、李海生、曹健，基於ANNet網絡的RGB-D圖像的目標檢測，系統仿真學報，2016,27（10）：2489-2496,
10）Cai Qiang, Xue Ziyu,Mao Dianhui, Li Haisheng, Cao Jian. Bike-sharing prediction system. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v 9654, p 301-317, 2016,
11）Qiang Cai, Yaqi Liu, Jian Cao and Haisheng Li. Colour image segmentation using self-adaptive watershed and affinity propagation clustering. International journal of computer application in technology (IJCAT), 2016, 53(4):315-322. EI (JA):20162402487806,
12）Cai, Qiang; Wei, Liwei*; Li, Haisheng; Cao, Jian. Salient object detection based on RGBD images[C]. Proceedings of 2016 Chinese Intelligent Systems Conference. Xiamen, China. 2016-10-21~23. Lecture Notes in Electrical Engineering vol.405: 437-444,
13）蔡強, 許傑, 李海生, 李楠, 曹健. 面向移動終端的三維CAD模型面片生成方法，計算機科學與探索，2016, 10(6)：482-490.
14）Qiang Cai, Zhongping Si and Haisheng Li. 3D model classification based on transductive support vector machines. Lecture Notes in Electrical Engineering, Proceedings of the 2015 Chinese Intelligent Systems Conference, vol.359: 425-433,
15）蔡強，薛子育，毛典輝，李海生，具有目標偏見的全局對比度顯著性區域檢測[J]，系統仿真學報，2015,27（10）：2489-2496
16）蔡強，劉亞奇，曹健，毛典輝，李海生,基於SLIC與Delaunay圖割的交互式圖像分割算法[J],計算機科學與探索,2015, 9(4)：482-490.
17）蔡強，劉亞奇，曹健，毛典輝，牛群,圖像目標類別檢測綜述[J],計算機科學與探索,2015, 9(3)：257-265.
18）Cai, Qiang; Cheng, Baiyu; Li, Haisheng; Mao, Dianhui. A hierarchical proximity search algorithm based on Voronoi diagram[J]. Journal of Information and Computational Science, v 11, n 14, p 4931-4941, September 20, 2014; Publisher: Binary Information Press , EI：201442113182
19）蔡強，王君君，李海生，毛典輝. 基於神經網絡的食品安全評價模型構建研究[J]. 食品科學技術學報 .2014, 32(1):69-76
20）蔡強，韓東梅，李海生，胡耀光，陳誼. 基於標籤和協同過濾的個性化資源推薦[J]. 計算機科學, 2014,41(1):69-71,110
21）蔡強, 韓東梅, 李海生, 毛典輝. 基於知識流優化的業務流程重組[J]. 華中科技大學學報（自然科學版）. 2013, 41(sup.2): 33-37. EI: 20140817350459
22）蔡強， 陳亞， 李海生， 曹健. 基於灰色神經網絡的道路權重確定方法[J]. 上海理工大學學報 ,2013,35(06): 552-556
23）Qiang Cai, Ya Chen, Haisheng Li, and Junping Du. Traffic Impedance based on Grey Mean Generating Function. Advanced Science Letters, Vol. 19, No.4 (1136-1140), 2013, American Science Publishers
24） 蔡強、牛叢叢、劉曰武、李海生，煤層中雙重孔隙介質滲流理論的應用（Theory of Dual-porosity Media in Coal Bed Methane and Its Application），科技導報，2012, vol.30,No.24:17-22，
25） Qiang CAI, Yusong TIAN, Haisheng LI,Tao XU, Study of the SMS Platform Optimization Technology Based on Sliding Window and Load Balancing Mechanism, WISA2010,August 20-22,2010,Hohhot,China,pp.185-189,
26） 蔡強、李海生、左敏、孟憲海、楊欽，基於Delaunay三角剖分的複雜地質結構建模，金屬礦山，2010年2期，pp.126-130
27） 蔡強, 王長飛, 李海生, 楊欽，二維複雜域PEBI網格細化生成算法，東南大學學報（自然科學版），2009, vol.39(s1):p224-228(EI：20094912531510)
28） Cai Qiang, Li Haisheng, YANG Qin and LI Ji-gang ，A novel method for Robot Path Planning，重慶郵電大學學報(自然科學版)， 2009年21卷2期，pp173-177，（核心）
29） 王長飛、蔡強*、李海生，智能五子棋算法的設計實現，系統仿真學報，2009年2月第21卷第4期，pp.1105-1109
30） Cai Qiang, Yang Qin. Implementation on a Real-time Interactive 3-D Graphic Platform, Journal of Computer Information Systems, Vol.4, No. 4 , 2008， pp.1789-1794, Imprint: BINARY INFORMATION PRESS(EI：20084611708375)
31） Cai Qiang, Li Haisheng, Wang Changfei, Yang Qin，A Generation Technique of 2D PEBI Grid for Geology Modeling, Proceedings of China-Ireland International Conference on Information and Communications Technologies 2008(CIICT2008), Sep. 2008, p221-224 (EI& ISTP)
32） 蔡強、楊欽、陳其明．地質結構重疊域的限定Delaunay三角剖分研究，計算機輔助設計與圖形學學報，2004,16(6): 766-771
專著
1本（《限定Voronoi剖分的理論及應用研究》，北京郵電大學出版社，2010年9月出版）。
參與編寫教材3本，專著1本。
獲得發明專利4項，軟件著作權3項。
獲獎情況
1）2009年9月獲北京市教育工會「首都教育先鋒教學創新個人」稱號
2）2008年9月獲北京工商大學「優秀教師」稱號；
3）2006年1月獲北京工商大學本科教學優秀二等獎；
4）1997年9月在原北京輕工業學院獲校「1997年度優秀教師」稱號；
5）作為主要參與人的項目「任意限定帶權優化Delaunay三角網格生成技術」獲得2003年度北京市科技進步三等獎；
Resume
CAI Qiang is a professor of Department of Computer Science and Technology of Beijing Technology and Business University (BTBU). During 1994-2001, he worked at School of Mechanical Engineering, BTBU. On Jan. 2004, he started serving in School of Computer Science and Technology, BTBU. Since June, 2005, he also has been served as the director of Centre for Engineering Education, BTBU. On Jan., 2011, he became the dean of School of Material and Mechanical Engineering, BTBU. Since Apr., 2012, he has been served as the dean of School of Computer and Information Engineering, BTBU. He has taught several courses including computer-aided design, computer graphics, management information system, object-oriented analyze and design, algorithm and data structure, software requirements engineering, etc.
He was born on May, 1969 in Chongqing, China. He obtained B.Eng. in 1991 from Beihang University, M. Eng. in 1994 from Beijing Technology and Business University, and D. Eng. in 2003 from Beihang University. He has been a member of IEEE-CS since 2002, a senior member of China Computer Federation since 2012, a member of Chinese Association of System Simulation since 2007, a member of Council of China Institute of Artificial Intelligence, etc. His research interests are in the areas of computer aided design, computational geometry, scientific visualization and knowledge map for food safety. He has been working on several research projects such as Beijing Natural Science Foundation (No. 4062010, 4112016), the sub-project of "12th Five-Year" National Science and Technology Support Program (2015BAK36B04), the sub-project of National Key Technology Research and Development Program (2016YFD0401205), and Beijing Science and Technology Project（No. Z161100001616004）. He has published more than 100 academic papers and also attended several international conferences during recent years such as WISA 2010, AIAI 2011, CIAC 2011, CCIS 2012, DEA 2013-2016, ChinaVR 2012-2020, ICVRV 2013-2019, China Graphics 2015,CISC 2015-2020.
His recent papers including:
1）Shanshan Li, Qiang Cai∗, Zhuangzi Li ∗, Haisheng Li, Naiguang Zhang, Xiaoyu Zhang. Attention-aware invertible hashing network with skip connections，Pattern Recognition Letters，138(2020): 556–562，SCI，JCR Q2,WOS: 000579804900075
2）SHANSHAN LI,QIANG CAI*, HAISHENG LI, JIAN CAO, LEI WANG, ZHUANGZI LI. Frequency Separation Network for Image Super-Resolution, IEEE Access, Feb. 2020,vol.8:33768-33777, SCI，JCR Q1, WOS:000567604800059
3）Cai, Qiang; Li, Jing*; Li, Haisheng; Weng, Yunxuan. BTBUFood-60: dataset for object detection in food field[C]. IEEE International Conference on Big Data and Smart Computing (BigComp 2019)，2019-2-27~3-2，Japan. pp.359-362
4）Qiang Cai, Ziyu Xue, Xiaoyu Zhang, Xiaobin Zhu,Wei Shao,Lei Wang. A Novel Framework for Image Description Generation. In: Yang J. et al. (eds) Computer Vision. CCCV 2017(BEST PAPER). Communications in Computer and Information Science, vol 771:589-599. Springer, Singapore,
5）Cai, Qiang, Li, Qiang, Li, Haisheng, Mao, Dianhui. A visualization method for hierarchical structure information of the food inspection data based on force-directed model. Lecture Notes in Electrical Engineering. Vol.460(2):571-579. Proceedings of 2017 Chinese Intelligent Systems Conference. Springer Verlag.
6）Qiang CAI, Haisheng LI, Yusong TIAN, Min ZUO, Tao XU, Research on LBS-based Customized PUSH Service for Flight Information, 2010 International Colloquium on Computing, Communication, Control, and Management(CCCM2010), pp.465-468, August 20-22,2010,Yangzhou,China, IEEE Technology.
7）Cai Qiang, Xue Ziyu,Mao Dianhui, Li Haisheng, Cao Jian. Bike-sharing prediction system. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v 9654, p 301-317, 2016,
8）Qiang Cai, Yaqi Liu, Jian Cao and Haisheng Li. Colour image segmentation using self-adaptive watershed and affinity propagation clustering. International journal of computer application in technology (IJCAT), 2016, 53(4).
9）Cai Qiang, Xue Ziyu, et al, Salient Region Detection based on Object-Biased Gaussian Refinement and Global Contrast, Journal of System Simulation，2015,27(10)：2489-2496
10）Cai Qiang, Liu Yaqi, et al., Interactive Image Segmentation Algorithm Based on SLIC and Delaunay Graph Cut , Journal of Frontiers of Computer Science and Technology, 2015, 9(4)：482-490.
11）Cai Qiang, Liu Yaqi, et al., Review on Object Class Detection, Journal of Frontiers of Computer Science and Technology, 2015, 9(3)：257-265.
12）Cai, Qiang, Cheng, Baiyu, Li, Haisheng, Mao, Dianhui. A hierarchical proximity search algorithm based on Voronoi diagram[J]. Journal of Information and Computational Science, v 11, n 14, p 4931-4941, September 20, 2014; ISSN: 15487741, DOI: 10.12733/jics20104485; Publisher: Binary Information Press , EI(JA), Accession number: 201442113182
13）CAI Qiang, WANG Jun-jun, LI Hai-sheng, et al． Research on establishment of food safety evaluation model based on neural network． Journal of Food Science and Technology，2014，32( 1) :69-76．
14）Cai Qiang, Han Dongmei, et al., Personalized Resource Recommendation Based on Tags and Collaborative Filtering. Computer Science, 2014,41(1):69-71,110
15）Cai Qiang, Han Dongmei, et al., Business Process Reengineering Based on Knowledge Flow Optimization. J. Huazhong Univ. of Sci. & Tech.(Science Edition). 2013, 41(sup.2): 33-37. EI(JA), Accession number: 20140817350459
16）Qiang Cai, Ya Chen, Haisheng Li, and Junping Du. Traffic Impedance based on Grey Mean Generating Function. Advanced Science Letters, Vol. 19, No.4 (1136-1140), 2013, ISSN: 1936-6612, American Science Publishers
18）Cai Qiang, Ma Anhua, Li Haisheng, Secondary Development and Utilization of Urban Road Vector Data Under MapX Environment, Proceedings of International Conference on Advanced Intelligence and Awareness Internet (AIAI 2011), ISBN:978-1-84919-471-6, Oct., 28-30,2011.p363-366，EI：20122915249317
19）Lu Mingxiang, Cai Qiang*, Li Haisheng, A Method of Transition from BPMN to BPEL, Proceedings of International Conference on Advanced Intelligence and Awareness Internet(AIAI 2011), ISBN:978-1-84919-471-6, Oct., 28-30,2011.p372-375，EI：20123715429980
20）Qiang CAI, Yusong TIAN, Haisheng LI, Tao XU, Study of the SMS Platform Optimization Technology Based on Sliding Window and Load Balancing Mechanism,2010 Seventh Web Information systems and Applications Conference(WISA2010),August 20-22,2010,Hohhot,China,pp.185-189,Conference Publishing Services,（ EI：20104513365642）[1]