闫胜业

 

基本信息

性  别:
出生年月:

1978.06.23

民  族:

汉族

电  话:

办公时间:

0800-1800

E - mail:

shengye.yan@gmail.com

专  业: 自动化
职  务:
   
主页网址:

办公地点:

学科楼2号楼北210

工作单位:

南京信息工程大学

讲授课程:

MATLAB 程序设计

招生方向:

计算机视觉,模式识别,机器学习

学  院: 信息与控制学院
职  称: 教授/高级
   
教育与工作经历

教育背景:                                                                 

v  1996.9~2000.7   南昌航空大学

计算机应用技术专业               获工学学士学位

v  2000.9~2003.7   北京工业大学

计算机应用技术专业               获工学硕士学位

v  2003.9~2009.7   中国科学院计算技术研究所

计算机应用技术专业               获工学博士学位

工作经历:                                                                  

v  2009.7~2011.1   松下新加坡实验室(Panasonic Singapore Lab)               研发工程师

v  2011.6~2012.11  新加坡南洋理工大学(Nanyang Technological University)     博士后(Postdoc Research Fellow

v  2012.11~至今     南京信息工程大学       教师

学术与社会兼职

 

研究领域与方向

物体检测、物体识别、大数据分析、机器学习、特征点定位、轮廓提取、物体跟踪

主要项目、论文、专著和专利

1.       Shengye Yan, and Qingshan Liu. Inferring Occluded Features for Fast Object Detection Signal Processing, 2014. (In Press).

2.       Shengye Yan, Xinxing Xu, Dong Xu, Stephen Lin, and Xuelong Li. Image Classification with Densely Sampled Image Windows and Generalized Adaptive Multiple Kernel Learning. IEEE Transactions on Cybernetics, 2014. doi: 10.1109/TCYB.2014.2326596. (Online)

3.       Shengye Yan, Xinxing Xu, Dong Xu, and Qingshan Liu. Learning the Object Location, View and Scale for Image Categorization with Adapted Classifiers. Information Sciences, 281: 661–673, 2014.

4.       Shengye Yan, Xinxing Xu, and Qingshan Liu. Robust Text Detection in Natural Scenes Using Text Geometry and Visual Appearance. International Journal of Automation and Computing, 11(5), 480-488, 2014.

5.       Pengpeng Ji, Shengye Yan, Lin Li, and Qingshan Liu. Region-based non-uniform spatial sampling for image classification. Journal of Electronics & Information Technology, 10(37): 2405-2411, 2014. (In Chinese)

6.       Shengye Yan. Fast Training of Boosting Cascade Based on Information Sharing. Journal of Electronics & Information Technology, 10(36): 2405-2411, 2014. (In Chinese)

7.       Shengye Yan, Jinjin, and Xuguang Liu. Building Series of Cascaded Classifiers with Different Speed-accuracy Tradeoffs for Object Detection. Journal of Computational Information Systems, 10(11): 4683–4690, 2014.

8.       Shengye Yan, Jinjin, and Xuguang Liu. Learning Fast Robust Face Detector with Dual Face Samples. Journal of Computational Information Systems, 10(4): 1597–1604, 2014.

9.       Pengpeng Ji, Shengye Yan, and Qingshan Liu. Region-Based Spatial Sampling for Image Classification. International Conf. on Image and Graphics, 2013. (ICIG 2013)

10.    Shengye Yan, Xinxing Xu, Dong Xu, Stephen Lin. Beyond Spatial Pyramids: A New Feature Extraction Framework for Image Classification. European Conference on Computer Vision, 2012. (ECCV 2012).

11.    Shengye Yan, Shiguang Shan, Xilin Chen, and Wen Gao. Fea-Accu Cascade for Face Detection. International Conference on Image Processing, 2009. (ICIP 2009).

12.    Shengye Yan, Shiguang Shan, and Xilin Chen. A Simple and Efficient Method to Remove Overlaps for Face Detection. Computer Knowledge and Technology5(19): 5254-5262, 2009. (In Chinese)

13.    Shengye Yan, Shiguang Shan, Xilin Chen, Wen Gao. Locally Assembled Binary (LAB) Feature for Fast and Accurate Face Detection. IEEE Computer Society Conference on Computer Vision and Pattern Recognition 2008. (CVPR 2008).  

14.    Shengye Yan, Shiguang Shan, Xilin Chen, Wen Gao, and Jie Chen. Matrix-Structural Learning (MSL) of Cascaded Classifier from Enormous Training Set. IEEE Computer Society Conference on Computer Vision and Pattern Recognition 2007. (CVPR 2007).

15.    Jie Chen, Ruiping Wang, Shengye Yan, Shiguang Shan, Xilin Chen, and Wen Gao. Enhancing Human Face Detection by Resampling Examples through Manifolds. IEEE Transactions on Systems, Man, and Cybernetics—Part A: Systems and Humans, 37(6), 2007.

16.    Jie Chen, Shiguang Shan, Shengye Yan, Xilin Chen, and Wen Gao. Modification of the AdaBoost-based Detector for Partially Occluded Faces. International Conference on Pattern Recognition, 2006. (ICPR 2006)

17.    Zhiheng Niu, Shiguang Shan, Shengye Yan, Xilin Chen, Wen Gao. 2D Cascaded AdaBoost for Eye Localization. International Conference on Pattern Recognition, 2006. (ICPR 2006).

18.    Ruiping Wang, Jie Chen, Shengye Yan, Shiguang Shan, Xilin Chen, Wen Gao. Face Detection Based on the Manifold. Audio- and Video-based Biometric Person Authentication, 2005. (AVBPA 2005).

19.    Jie Chen, Ruiping Wang, Shengye Yan, Shiguang Shan, Xilin Chen, and Wen Gao. How to train a classifier based on the huge face database? Analysis and Modelling of Faces and Gestures, 2005. (AMFG 2005)

20.    Jie Chen, Shiguang Shan, Peng Yang, Shengye Yan, Xilin Chen, and Wen Gao. Novel Face Detection Method Based on Gabor Feature. The 5th Chinese Conference on Biometric Recognition, 2004. (CCBR 2004)

21.    Heng Liu, Shengye Yan, Xilin Chen, and Wen Gao, Rotated Face Detection in Color Images Using Radial Template (RT), International Conference on Acoustics, Speech and Signal Processing, 2003. (ICASSP 2003)


专利:

1.       闫胜业,山世光,陈熙霖,高文。一种基于预分类器的物体检测方法。专利号: 200810115330.

获奖情况

其它学术成果

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