蔡强
人物简历
教育经历
1999-2003 北京航空航天大学航空宇航制造技术专业CAD方向，工学博士
1991-1994 北京轻工业学院轻工机械专业，工学硕士
1987-1991 北京航空航天大学飞行器环境控制与安全救生专业，工学学士
工作经历
(1) 2020-04至今, 北京工商大学, 计算机学院党委书记, 教授，博士生导师
(2) 2019-04至2020-04, 北京工商大学, 计算机与信息工程学院党委书记, 教授，博士生导师
(3) 2012-04至2019-04, 北京工商大学, 计算机与信息工程学院院长, 教授，硕士生导师
(4) 2011-01至2012-04, 北京工商大学, 材料与机械工程学院院长, 教授，硕士生导师
(5) 2008-11至2011-01, 北京工商大学, 机械工程学院副院长/工科实践中心主任, 副教授、教授，硕士生导师
(6) 2005-07至2008-11, 北京工商大学, 工科实践中心主任, 副教授，硕士生导师
(7) 2004-01至2005-07, 北京工商大学, 计算机学院, 讲师、副教授
(8) 1994-07至2004-01, 北京工商大学（原北京轻工业学院）, 机械工程系, 助教、讲师
研究方向
计算机图形学、科学可视化、智能信息处理、食品安全大数据技术。
计算机高级语言、计算机图形学、现代编程语言、算法与数据结构、软件需求工程
研究生教学：（课程）
商业物联网、面向对象系统分析与设计
指导硕士研究生：9人
已毕业研究生：27人
科研项目
1. 参与北京市科技计划“供奥食材安全风险分析与识别知识图谱构建研究”（Z191100008619007），2019-2021年
2. 参与国家重点研发计划子课题“食品品质质量智能化追溯技术”，2016-2020年
3. 主持北京市科技计划“食品安全知识图谱及大数据平台研制”（Z161100001616004），2016-2017年
4. 参与国家科技支撑计划子课题（2015BAK36B04），2015-2018年
5. 参与国家“973计划”子课题“空间多源数据分析与跨尺度融合”，项目编号：2012CB821206，2012-2015年
6. 参与国家重大专项(2011ZX05038)，2011-2014年
7. 主持数字岩心几何模型软件平台的研制，横向项目，2011-2012年
8. 主持北京市自然科学基金面上项目，面向城市道路交通的基于Voronoi图的动态路径规划研究，项目编号：4112016 ，2011-2013年
9. 主持 “北京市属高等学校人才强教深化项目中青年骨干人才”计划（PHR201008239），2010-2012年
10. 主持北京市自然科学基金面上项目：PEBI网格的理论及应用的研究，项目编号：4062010，2006-2008年
社会兼职
兼任中国人工智能学会理事、中国人工智能学会智能服务专委会副主任委员、智能空天系统专业委员会委员，全国高等学校计算机教育研究会理事，中国教育发展战略学会教育信息化专业委员会委员，中国计算机学会(CCF)高级会员、虚拟现实与可视化专委会委员、教育专业委员会委员，中国系统仿真学会数字娱乐仿真专业委员会委员，中国图学会会员。计算机辅助设计与图形学学报、电子学报、光学精密工程、工程图学等期刊审稿人。食品安全大数据技术北京市重点实验室副主任。
学术成果
文章
迄今在核心期刊和国内外学术会议公开发表学术论文100余篇，其中SCI/EI/ISTP收录30余篇，其中第一或通讯作者主要论文如下：
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）蔡强,邓毅彪,李海生,余乐,明少锋.基于深度学习的人体行为识别方法综述[J].计算机科学. 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）蔡强、刘亚奇、曹健、李海生、杜军平，一种基于自适应标记与区域间近邻传播聚类的分水岭图像分割算法，电子学报，2017,45（8）：1911-1918， EI：20174204272248
8）蔡强、郝佳云、曹健、李海生. 结合局部特征及全局特征的显著性检测，光学精密工程， 2017,25（3）：772-778，EI：20172203711474
9）蔡强、魏立伟、李海生、曹健，基于ANNet网络的RGB-D图像的目标检测，系统仿真学报，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）蔡强, 许杰, 李海生, 李楠, 曹健. 面向移动终端的三维CAD模型面片生成方法，计算机科学与探索，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）蔡强，薛子育，毛典辉，李海生，具有目标偏见的全局对比度显著性区域检测[J]，系统仿真学报，2015,27（10）：2489-2496
16）蔡强，刘亚奇，曹健，毛典辉，李海生,基于SLIC与Delaunay图割的交互式图像分割算法[J],计算机科学与探索,2015, 9(4)：482-490.
17）蔡强，刘亚奇，曹健，毛典辉，牛群,图像目标类别检测综述[J],计算机科学与探索,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）蔡强，王君君，李海生，毛典辉. 基于神经网络的食品安全评价模型构建研究[J]. 食品科学技术学报 .2014, 32(1):69-76
20）蔡强，韩东梅，李海生，胡耀光，陈谊. 基于标签和协同过滤的个性化资源推荐[J]. 计算机科学, 2014,41(1):69-71,110
21）蔡强, 韩东梅, 李海生, 毛典辉. 基于知识流优化的业务流程重组[J]. 华中科技大学学报（自然科学版）. 2013, 41(sup.2): 33-37. EI: 20140817350459
22）蔡强， 陈亚， 李海生， 曹健. 基于灰色神经网络的道路权重确定方法[J]. 上海理工大学学报 ,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） 蔡强、牛丛丛、刘曰武、李海生，煤层中双重孔隙介质渗流理论的应用（Theory of Dual-porosity Media in Coal Bed Methane and Its Application），科技导报，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） 蔡强、李海生、左敏、孟宪海、杨钦，基于Delaunay三角剖分的复杂地质结构建模，金属矿山，2010年2期，pp.126-130
27） 蔡强, 王长飞, 李海生, 杨钦，二维复杂域PEBI网格细化生成算法，东南大学学报（自然科学版），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，重庆邮电大学学报(自然科学版)， 2009年21卷2期，pp173-177，（核心）
29） 王长飞、蔡强*、李海生，智能五子棋算法的设计实现，系统仿真学报，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） 蔡强、杨钦、陈其明．地质结构重叠域的限定Delaunay三角剖分研究，计算机辅助设计与图形学学报，2004,16(6): 766-771
专著
1本（《限定Voronoi剖分的理论及应用研究》，北京邮电大学出版社，2010年9月出版）。
参与编写教材3本，专著1本。
获得发明专利4项，软件著作权3项。
获奖情况
1）2009年9月获北京市教育工会“首都教育先锋教学创新个人”称号
2）2008年9月获北京工商大学“优秀教师”称号；
3）2006年1月获北京工商大学本科教学优秀二等奖；
4）1997年9月在原北京轻工业学院获校“1997年度优秀教师”称号；
5）作为主要参与人的项目“任意限定带权优化Delaunay三角网格生成技术”获得2003年度北京市科技进步三等奖；
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]