Multiple objects tracking by color-based methods
作者： Chun-Hung Chen , Cheng-Yan Kao
DOI:
关键词:
摘要: Motion object tracking in real-time environment and video is a popular topic multimedia processing. Various related researches proposed to handle particular cases recent years. We several modified methods about background modeling, foreground detection, moving modeling matching achieve the goal of multiple objects indoor outdoor scenarios. In our experimental settings, we can discriminate track accurately as well detect deal with occlusions all videos. Key-Words: surveillances, extraction, contrast histogram, tracking, occlusion detection.
参考文章(13)
Thanarat Horprasert, David Harwood, Larry S Davis, None, A Robust Background Subtraction and Shadow Detection ,(1999)
Paul Viola, Michael J. Jones, Daniel Snow, Detecting Pedestrians Using Patterns of Motion and Appearance international conference on computer vision. ,vol. 63, pp. 734- 741 ,(2003) , 10.1007/S11263-005-6644-8
Tao Yang, Stan Z. Li, Quan Pan, Jing Li, Real-time and accurate segmentation of moving objects in dynamic scene Proceedings of the ACM 2nd international workshop on Video surveillance & sensor networks. pp. 136- 143 ,(2004) , 10.1145/1026799.1026822
D. Comaniciu, P. Meer, Mean shift: a robust approach toward feature space analysis IEEE Transactions on Pattern Analysis and Machine Intelligence. ,vol. 24, pp. 603- 619 ,(2002) , 10.1109/34.1000236
Lin Zhu, Jie Zhou, Jingyan Song, Tracking multiple objects through occlusion with online sampling and position estimation Pattern Recognition. ,vol. 41, pp. 2447- 2460 ,(2008) , 10.1016/J.PATCOG.2008.01.014
C. Stauffer, W.E.L. Grimson, Adaptive background mixture models for real-time tracking computer vision and pattern recognition. ,vol. 2, pp. 246- 252 ,(1999) , 10.1109/CVPR.1999.784637
Chun-Rong Huang, Chu-Song Chen, Pau-Choo Chung, Contrast Context Histogram - A Discriminating Local Descriptor for Image Matching international conference on pattern recognition. ,vol. 4, pp. 53- 56 ,(2006) , 10.1109/ICPR.2006.415
Junqiu Wang, Yasushi Yagi, Integrating Color and Shape-Texture Features for Adaptive Real-Time Object Tracking IEEE Transactions on Image Processing. ,vol. 17, pp. 235- 240 ,(2008) , 10.1109/TIP.2007.914150
D. Comaniciu, V. Ramesh, P. Meer, Kernel-based object tracking IEEE Transactions on Pattern Analysis and Machine Intelligence. ,vol. 25, pp. 564- 575 ,(2003) , 10.1109/TPAMI.2003.1195991
Kaiqi Huang, Liangsheng Wang, Tieniu Tan, Steve Maybank, A real-time object detecting and tracking system for outdoor night surveillance Pattern Recognition. ,vol. 41, pp. 432- 444 ,(2008) , 10.1016/J.PATCOG.2007.05.017