智能多媒体实验室

   
 

李绍滋


 
教授、博士生导师

博士,厦门大学二级教授,厦门大学计算机科学与技术一级学科智能科学与技术二级学科以及福建中医药大学中医诊断学学科的博士生导师。 1983年毕业于湖南大学计算机系,获工学学士学位;1988年毕业于西安交通大学系统工程研究所,获工学硕士学位;2009年毕业于国防科技大学计算机学院,获工学博士学位。 兼任:中国计算机学会协同计算专委会副主任福建省人工智能学会副理事长福建省网络计算与智能信息处理重点实验室(福州大学)学术委员会副主任山东省分布式计算机软件新技术重点实验室(山东师范大学)学术委员会委员; 国内多所高校的兼职教授;国家科技部《先进能源技术》领域评审专家,1992年入选河南省首批优秀中青年骨干教师1995年入选原机械工业部首批跨世纪学术骨干

 
 

主要研究方向为:人工智能及其应用、计算机视觉、机器学习、运动目标检测与识别、智能中医信息处理、智能电网及电力综合自动化系统、自然语言处理与多媒体信息检索、网络多媒体及CSCW技术等。
所属部门: 智能科学与技术系
联系电话: +86-592-258-0080
电子邮件: szlig (AT) xmu.edu.cn
个人网址: http://imt.xmu.edu.cn/szdw.html
主讲课程: 
计算机视觉(博士生课程); 计算机组成原理; 微机原理与接口技术
学术兼职: 
ACM高级会员,2009
IEEE会员,2008-
中国计算机学会高级会员,2007-
中国计算机学会理论计算机科学专委会,2010-
中国计算机学会多媒体专委会,2008-
中国计算机学会协同计算专委会委员,2010-
福建省人工智能学会副理事长兼秘书长, 2008-
  近几年发表的主要论著( Publications, 2001-2018)
(一) 编著
1. Yanping Lu, Shaozi Li. Particle Swarm Optimizer for High-Dimensional Data Clustering. In: Kansei Engineering and Soft Computing: Theory and Practice. Chapter 2, Pages 31-51. IGI Global Press, UK. 2010.
2. Shaozi Li, Wei Pan, Jiangming Yong. Proceedings of ITME2008, Vol. 1, 2., IEEE Press, Dec., 2008.
3. Shaozi Li, Tianrui Li, Da Ruan. Proceedings of ISKE2008, Vol. 1, 2., IEEE Press, Nov., 2008.
4. Wen Chen, Shaozi Li. Proceedings of ICIS2009, Vol. 1,2,3,4., IEEE Press,Nov. 2009
5. Wen Chen, Shaozi Li. Proceedings of WCNIS2010, Vol. 1, 2., IEEE Press,Jun. 2010
6. Wen Chen, Shaozi Li. Proceedings of ICIS2010, Vol. 1, 2, 3., IEEE Press,Oct. 2010
(二)发表的英文论文(Selected Publications in English)

2018    
 
1. Luo, Zhiming (1); B.-Charron, Frederic (2); Lemaire, Carl (2); Konrad, Janusz (3); Li, Shaozi (4); Mishra, Akshaya (5); Achkar, Andrew (6); Eichel, Justin (6); Jodoin, Pierre-Marc (2). MIO-TCD: A new benchmark dataset for vehicle classification and localization,IEEE Transactions on Image Processing, 1057-7149 ,2018-06-16.    
2. Luo, Zhiming; Jodoin, Pierre-Marc; Su, Song-Zhi; Li, Shao-Zi; Larochelle, Hugo. Traffic Analytics With Low-Frame-Rate Videos, IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 1051-8215 ,2018-04.    
3. Shi, Ming-hui(1); Zhou, Chang-le(1,2); Xie, Jun(3); Li, Shao-zi(1); Hong, Qing-yang(1); Jiang, Min(1); Chao, Fei(1); Ren, Wei-feng(1); Liu, Xiang-qian(1); Zhou, Da-jun(1); Yang, Tian-yu(1). Electroencephalogram-based brain-computer interface for the Chinese spelling system: a survey, Frontiers of Information Technology and Electronic Engineering, 2095-9184, 2018-03-01.    
4. Huang, Min(1,2); Cai, Guo-Rong(3); Zhang, Hong-Bo(4); Yu, Sheng(1,2); Gong, Dong-Ying(1,2); Cao, Dong-Lin(1,2); Li, Shaozi(1,2); Su, Song-Zhi(1,2). Discriminative parts learning for 3D human action recognition, Neurocomputing, 0925-2312, 2018.    
5. Bi, LQ; Hu, B; Li, SZ; Dai, SS. The parallelity of complex fuzzy sets and parallelity preserving operators, JOURNAL OF INTELLIGENT & FUZZY SYSTEMS,1064-1246 ,2018.    
6. Zhang, Jia (1, 2); Li, Candong (3); Cao, Donglin (1, 2); Lin, Yaojin (4); Su, Songzhi (1, 2); Dai, Liang (1, 2); Li, Shaozi (1, 2). Multi-label learning with label-specific features by resolving label correlations, Knowledge-Based Systems,0950-7051 ,2018.    
 
2017    
 
1. Yu, Sheng; Cheng, Yun; Xie, Li; Li, Shao-Zi. Fully convolutional networks for action recognition, IET COMPUTER VISION,1751-9632, 2017-12.    
2. Li, Shaozi(1); Dai, Ying(2); Neagu, Daniel(3). Message from the ICISCE 2017 program chairs, Proceedings - 2017 4th International Conference on Information Science and Control Engineering, ICISCE 2017, ,2017-11-14.    
3. Yu, Sheng; Cheng, Yun; Xie, Li; Luo, Zhiming; Huang, Min; Li, Shaozi. A novel recurrent hybrid network for feature fusion in action recognition, JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION,1047-3203 ,2017-11.    
4. Zhang, Jia(1,2); Li, Candong(3); Lin, Yaojin(4); Shao, Youwei(1,2); Li, Shaozi(1,2). Computational drug repositioning using collaborative filtering via multi-source fusion, Expert Systems with Applications,0957-4174 ,2017-10-30.    
5. Lin, Dazhen(1,2,3); Li, Lingxiao(1,2); Cao, Donglin(1,2,3); Li, Shaozi(1,2). A hierarchical correlation model for multi-model sentiment analysis on social media, ACM International Conference Proceeding Series, ,2017-09-22.    
6. Lin, Dazhen(1,2,3); Li, Lingxiao(1,2); Cao, Donglin(1,2,3); Li, Shaozi(1,2). Multi-modal sentiment feature learning based on sentiment signal, ACM International Conference Proceeding Series, ,2017-09-22.    
7. Huang, Min(1,2); Su, Song-Zhi(1,2); Cai, Guo-Rong(3); Zhang, Hong-Bo(4); Cao, Donglin(1,2); Li, Shao-Zi(1,2). Meta-action descriptor for action recognition in RGBD video, IET Computer Vision,1751-9632 ,2017-06-01.    
8. Li, Lingxiao(1); Li, Shaozi(1); Cao, Donglin(1); Lin, Dazhen(1). SentiNet: Mining visual sentiment from scratch, Advances in Intelligent Systems and Computing,2194-5357 ,2017.    
9. Zhong, Zhun; Zheng, Liang; Cao, Donglin; Li, Shaozi(Correspongding Author). Re-ranking Person Re-identification with k-reciprocal Encoding, 30TH IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR 2017),1063-6919 ,2017.    
10. Luo, Zhiming; Mishra, Akshaya; Achkar, Andrew; Eichel, Justin; Li, Shaozi; Jodoin, Pierre-Marc. Non-Local Deep Features for Salient Object Detection, 30TH IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR 2017),1063-6919 ,2017.    
 
2016    
 
1. Cai, Yuanzheng(1,2); Ji, Rongrong(1,2); Li, Shaozi(1,2). Dynamic programming based optimized product quantization for approximate nearest neighbor search, Neurocomputing,0925-2312 ,2016-12-12.    
2. Li, Shaozi(1); Dai, Ying(2); Neagu, Daniel(3); Ming, Dong(4). Message from the Program Chairs, Proceedings - 2016 3rd International Conference on Information Science and Control Engineering, ICISCE 2016, ,2016-10-31.    
3. Zhong, Zhun(1); Su, Songzhi(1); Cao, Donglin(1); Li, Shaozi(1); Lv, Zhihan(2). Detecting ground control points via convolutional neural network for stereo matching, Multimedia Tools and Applications,1380-7501 ,2016-09-22.    
4. Yu, Sheng(1,2,3); Cheng, Yun(2); Su, Songzhi(1,3); Cai, Guorong(4); Li, Shaozi(1,3). Stratified pooling based deep convolutional neural networks for human action recognition, Multimedia Tools and Applications,1380-7501 ,2016-07-15.    
5. Su, Songzhi(1,2); Wu, Sin-Sian(3); Chen, Shu-Yuan(3); Duh, Der-Jyh(4); Li, Shaozi(1,2). Multi-view fall detection based on spatio-temporal interest points, Multimedia Tools and Applications,1380-7501 ,2016-07.    
6. Xia, Dao-Xun(1,2); Su, Song-Zhi(1); Geng, Li-Chuan(3); Wu, Guo-Xi(4); Li, Shao-Zi(1). Learning rich features from objectness estimation for human lying-pose detection, Multimedia Systems,0942-4962 ,2016-05-17.    
7. Geng, Li-Chuan; Jodoin, Pierre-Marc; Su, Song-Zhi; Li, Shao-Zi. CBDF: Compressed Binary Discriminative Feature, NEUROCOMPUTING,0925-2312 ,2016-04-05.    
8. Li, Shaozi(1); Dai, Ying(2); Takahashi, Osamu(3). Message from the program chairs, Proceedings - 2015 7th International Conference on Information Technology in Medicine and Education, ITME 2015, ,2016-03-08.    
9. Liu, Wei(1,2,3); Li, Shaozi(2); Cao, Donglin(2); Su, Songzhi(2); Ji, Rongrong(2). Detection based object labeling of 3D point cloud for indoor scenes, Neurocomputing,0925-2312 ,2016-01-22.    
10. Zhong, Zhun(1); Geng, Lichuan(2); Su, Song Zhi(1); Wu, Guoxi(2); Li, Shao Zi(1). Multi-matched similarity: A new method for image retrieval, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics),0302-9743 ,2016.    
11. Liu, Wei; Li, Shaozi; Lin, Xianming; Wu, YunDong; Ji, Rongrong. Spectral–spatial co-clustering of hyperspectral image data based on bipartite graph. Multimedia Systems, v 22, n 3, p 355-366, 2016.      
12. Chen, Si; Li, Shaozi; Ji, Rongrong; Yan, Yan; Zhu, Shunzhi. Discriminative local collaborative representation for online object tracking. Knowledge-Based Systems, v 100, p 13-24, May 15, 2016.     
13. Li, Shaozi; Zhang, Miaohui; Su, Songzhi; Shuai, Bing; Ji, Rongrong. Decomposed human localization from social photo album. Multimedia Systems, v 22, n 1, p 137-148, February 1, 2016.     
14. Zhang, Miaohui; Li, Shaozi; Lin, Xianming; Su, Songzhi; Ji, Rongrong. Fast verification via statistical geometric for mobile visual search. Multimedia Systems, v 22, n 4, p 525-534, July 1, 2016.    
15. Li, Lingxiao; Li, Shaozi; Cao, Donglin; Lin, Dazhen SentiNet. Mining visual sentiment from scratch, Advances in Intelligent Systems and Computing, v 513, p 309-317, 2017, Advances in Computational Intelligence Systems - Contributions Presented at the 16th UK Workshop on Computational Intelligence, 2016. (EI)    
16. Donglin Cao, Rongrong Ji, Dazhen Lin, Shaozi Li:Visual sentiment topic model based microblog image sentiment analysis. Multimedia Tools Appl. 75(15): 8955-8968 (2016)    
17. Zhun Zhong; Mingyi Lei; Shaozi Li; Jianping Fan. Re-ranking Object Proposals for Object Detection in Automatic Driving, CoRR abs/1605.05904 (2016)    
 
2015    
 
1. Luo, Zhiming(1,2,3); Jodoin, Pierre-Marc(3); Li, Shao-Zi(1,2); Su, Song-Zhi(1,2). Traffic analysis without motion features, Proceedings - International Conference on Image Processing, ICIP,1522-4880 ,2015-12-09.    
2. Liu, Wei(1,2); Ji, Rongrong(1,2); Li, Shaozi(1,2). Towards 3D object detection with bimodal deep Boltzmann machines over RGBD imagery, Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition,1063-6919 ,2015-10-14.    
3. Li, Shao-Zi(1,2); Yu, Bin(1,2,3); Wu, Wei(1,2); Su, Song-Zhi(1,2); Ji, Rong-Rong(1,2). Feature learning based on SAE-PCA network for human gesture recognition in RGBD images,Neurocomputing,0925-2312 ,2015-03-05.    
4. Songzhi Su, Zhi-Hui Liu, Su-Ping Xu, Shaozi Li, Rongrong Ji: Sparse auto-encoder based feature learning for human body detection in depth image. Signal Processing 112: 43-52 (2015)    
5. Hongbo Zhang, Shaozi Li, Shu-Yuan Chen, Songzhi Su, Xian-Ming Lin, Donglin Cao: Locating and recognizing multiple human actions by searching for maximum score subsequences. Signal, Image and Video Processing (3): 705-714 (2015)    
6. Lingxiao Li, Donglin Cao, Shaozi Li, Rongrong Ji: Sentiment analysis of Chinese micro-blog based on multi-modal correlation model. ICIP 2015: 4798-4802    
 
2014    
 
1. Su S, Liu Z, Xu S, Li S, *Ji R, 2014. Depth image feature learning based on sparse auto-encoder for human detection, Signal Processing, Doi:10.1016/j.sigpro.2014.11.003.    
2. Su S, Lan Z, *Li S, Chen S. Category-specific scene categorization, 2014. Journal of the Chinese Institute of Engineers, DOI: http://dx.doi.org/10.1080/02533839.2014.953239.    
3. Cao D, *Ji R, Lin D, Li S, 2014. A cross-media public sentiment analysis system for microblog, Multimedia Systems, August 26.    
4. Cao D, *Ji R, Lin D, Li S, 2014. Visual sentiment topic model based microblog image sentiment analysis, Multimedia Tools and Applications, November 4.    
5. Li K, Chen S, Su S, Duh D, Zhang H, *Li S, 2014. Logo detection with extendibility and discrimination, Multimedia Tools Appl, 72(2): 1285-1310.    
6. Zhang H, Li S, Chen S, Su S, Duh D, *Li S, 2014. Adaptive photograph retrieval method, Multimedia Tools Appl, 70(3): 2189-2209.    
7. Chen S, *Li S, Su S, Cao D, Ji R, 2014. Online semi-supervised compressive coding for robust visual tracking, J. Visual Communication and Image Representation, 25(5): 793-804.    
8. Chen S, *Li S, Su S, Tian Q, Ji R, 2014. Online MIL tracking with instance-level semi-supervised learning. Neurocomputing, 139: 272-288.    
 
2013及以前    
 
1. Zhang H, *Li S, Su S, Chen S, 2013. Selecting effective and discriminative spatio-temporal interest points for recognizing human action, IEICE Transactions on Information and Systems, E96-D(8): 1783-1792.    
2. Lei Q,* Li S, Zhang H, 2013. Learning discriminative visual codebook for human action recognition, Journal of Computers, 8(12): 3093-3102.    
3. Zhang Hong-Bo,…,Li Shao Zi, Adaptive photograph retrieval method,Multimedia Tools and Applications (2012)    
4. Cai G, Pierre-Marc J, Li S, Wu Y, Su S, Huang Z, 2013. Perspective-SIFT: An efficient tool for low-altitude remote sensing image registration, Signal Processing, 93(11): 3088-3110.    
5. Lei Q,* Li S, Zhang H, 2013. Learning discriminative visual codebook for human action recognition, Journal of Computers, 8(12): 3093-3102.    
6. Zhang H, *Li S, Chen S, Su S, Lin X, Cao D, 2013. Locating and recognizing multiple human actions by searching for maximum-score subsequences, Signal, Image and Video Processing, DOI: 10.1007/s11760-013-0501-y.    
7. Zhang H, *Li S, Su S, Chen S, 2013. Selecting effective and discriminative spatio-temporal interest points for recognizing human action, IEICE Transactions on Information and Systems, E96-D(8): 1783-1792.    
8. *Li S, Lu Y, Yang K, *Li S, 2013. ECG analysis using multiple instance learning for myocardial infarction detection, IEEE Transactions on Biomedical Egineering, 59(12): 3348-3356.    
9. Zhang Lichao,…, Li Shaozi, A kinect based golf swing reorganization and segmentation system,Lecture Notes in Computer Science ,7719(2012)    
10. Xiao Ke, Shaozi Li and Donglin Cao, Automatic image annotation based on relevant visual keywords,Computer Research and Development,49,4(2012)    
11. Xiao Ke, Shaozi Li*, Donglin Cao, A two-level model for automatic image annotation,MULTIMEDIA TOOLS AND APPLICATIONS,Vol 61,Iss 1,pp 195-212(2012)    
12. Li Sun,..., Shaozi Li*,ECG Analysis Using Multiple Instance Learning for Myocardial Infarction Detection,IEEE Trans. Biomed. Engineering,Vol 59,Iss 12,pp 3348-3356(2012)