所属部门: 智能科学与技术系
联系电话: +86-15980939316
电子邮件: ssz @ xmu.edu.cn
主讲课程: 程序设计语言原理（本科生课程）；机器学习（本科生课程）；机器学习（硕博生课程) ；计算机视觉（博士生课程）
主持项目
[1]低空航拍下基于隐式姿态模型的平躺人体检测方法研究, 国家青年基金项目（61202143）, 2013/01~2015/12, 项目主持人
[2]基于低空航拍图像的灾害环境下平躺人体检测方法研究,福建省青年基金(2013J05100) ,  2013/01~2015/12, 项目主持人
[3]基于视觉的车载行人检测辅助驾驶平台开发及应用，厦门*****汽车工业有限公司，2015/04~2016/05，项目主持人
[4]漫画UGC创作中的关键技术研发, 横向课题， 2013/12~2014/06，项目主持人
发表论文:
1. Luo, Zhiming; Jodoin, Pierre-Marc; Su, Song-Zhi（苏松志）; 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.
2. Cai, Guorong; Su, Songzhi（苏松志）; Leng, Chengcai; Wu, Yundong; Lu, Feng. A Robust Transform Estimator Based on Residual Analysis and Its Application on UAV Aerial Images, REMOTE SENSING,2072-4292 ,2018-02.
3. Zhang, Jia (1, 2); Li, Candong (3); Cao, Donglin (1, 2); Lin, Yaojin (4); Su, Songzhi (1, 2)（苏松志）; 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.
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)（苏松志）. Discriminative parts learning for 3D human action recognition, Neurocomputing,0925-2312 ,2018.
5. Wang, Tao(1); He, Xuming(2); Su, Songzhi(3)（苏松志）; Guan, Yin(4). Efficient Scene Layout Aware Object Detection for Traffic Surveillance, IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops,2160-7508 ,2017-08-22.
6. He, Wenli(1); Cai, Guorong(2); Zhong, Zhun(1); Su, Songzhi(1)（苏松志）. Feature++: Cross dimension feature fusion for road detection, ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings,1520-6149 ,2017-06-16.
7. Huang, Min(1,2); Su, Song-Zhi(1,2)（苏松志）; 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. Duh, D.-J.(1); Huang, J.-C.(2); Chen, S.-Y.(2); Su, S.(3)（苏松志）; Zhang, H.(4); Li, S.(3). Facial expression recognition based on spatio-temporal interest points for depth sequences, Imaging Science Journal,1368-2199 ,2016-10-02.
9. 苏松志*，李绍滋，蔡国榕．《行人检测：原理与应用》，厦大出版社-南强丛书，2016-3.
10.Su, Songzhi(苏松志); Wu, Sin-Sian; Chen, Shu-Yuan; Duh, Der-Jyh; Li, Shaozi. Multi-view fall detection based on spatio-temporal interest points. Multimedia Tools and Applications, v 75, n 14, p 8469-8492, July 2016. (JCR4区, SCI/EI)
11. Song-Zhi Su(苏松志), Zhi-Hui Liu, Su-Ping Xu, Shao-Zi Li, Rongrong Ji. Depth image feature learning based on sparse auto-encoder for human detection, Signal Processing, 2015, 112:43-52. (SCI, JCR 3)
12. Song-Zhi Su(苏松志), Zong-Yu Lan, Shao-Zi Li, Shu-Yuan Chen, Category-specific scene categorization, Journal of the Chinese Institute of Engineers, 2015, 38(1):128-137. (SCI, JCR 4)
13. Song-Zhi Su(苏松志)*, Shu-Yuan Chen. Analysis of feature fusion based on HIK SVM and its application for pedestrian detection. Abstract and Applied Analysis. 2013. （SCI）Volume 2013, page: 1-11, http://dx.doi.org/10.1155/2013/436062.
14. 苏松志*, 李绍滋, 陈淑媛, 蔡国榕, 吴云东. 行人检测技术综述[J]. 电子学报. 2012, 40(4): 814-820. (EI)
15. Guo-Rong Cai，Pierre-Marc Jodoin，Shao-Zi Li，Yun-Dong Wu，Song-Zhi Su（苏松志）(*)，Zhen-Kun Huang，Perspective-SIFT: An efficient tool for low-altitude remote sensing image registration，Signal Processing，2013.11.01，93（11）：3088~3110
16.Li-Chuan Geng，Pierre-Marc Jodoin，Song-Zhi Su（苏松志）(*)，Shao-Zi Li，CBDF: Compressed Binary Discriminative Feature，Neurocomputing，2016.04.05，2016（184）：43~54
17. Yi Wang，Sébastien Piérard，Song-Zhi Su（苏松志）(*)，Pierre-Marc Jodoin，Improving pedestrian detection using motion-guided filtering，Pattern Recognition Letters，2016.12.29，000（2016）：1~7
18. Zhi-Ming Luo，Pierre-Marc Jodoin，Song-Zhi Su（苏松志）(*)，Shao-Zi Li，Hugo Larochelle，Traffic analytics with low frame rate videos，IEEE Transactions on Circuits and Systems for Video Technology，2016.11.24，2016（99）：1~9
19. De-Dong Yuan，Jie Dong，Song-Zhi Su（苏松志）(*)，Shao-Zi Li，Rong-Rong Ji，Pursuing detector efficiency for simple scene pedestrian detection，International Conference on MultiMedia Modeling (MMM)，Dublin, Ireland，2014.1.6-2014.1.10
20. Dao-Xun Xia，Song-Zhi Su（苏松志）(*)，Shao-Zi Li，Pierre-Mar Jodoin，Lying-Pose Detection with Training Dataset Expansion，IEEE International Conference on Image Processing (ICIP)，France，2014.10.27-2014.10.30
21. Wen-Li He，Guo-Rong Cai，Zhun Zhong，Song-Zhi Su（苏松志）(*)，Feature++: Cross dimension feature fusion for road detection，IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)，美国，2017.03.05-2017.03.06
22. Bing Shuai，Song-Zhi Su（苏松志）(*)，Shao-Zi Li，Yun Cheng，Rong-Rong Ji，Decomposed human localization in personal photo albums，International Conference on Visual Communications and Image Processing (VCIP)，Malaysia，2013.12.7-2013.12.10