Layered RC circuit with dynamic resistances for background subtraction
作者： Karel Mozdren , Eduard Sojka , Radovan Fusek , Milan Surkala
DOI: 10.1109/IPTA.2014.7001993
关键词:
摘要: Background subtraction is a widely used technique for moving object extraction from video sequences. This basic component in many surveillance systems. Numerous methods background were developed recent year, and one of them the Layered RC circuit subtraction. novel method uses model circuits modeling. We have studied this method, we an improvement using dynamic resistances model. work introduces reader to subtraction, discuses related works, describes layered LR model, our method. Then, it provides with experiments discussion over results.
sci-hub.se 参考文章(10)
Karel Mozdřeň, Eduard Sojka, Radovan Fusek, Milan Šurkala, Layered RC Circuit Model for Background Subtraction international symposium on visual computing. pp. 199- 209 ,(2013) , 10.1007/978-3-642-41939-3_20
David Martin Ward Powers, None, Evaluation: from Precision, Recall and F-measure to ROC, Informedness, Markedness and Correlation arXiv: Learning. ,vol. 2, pp. 37- 63 ,(2011)
Constantine Papageorgiou, Tomaso Poggio, A Trainable System for Object Detection International Journal of Computer Vision. ,vol. 38, pp. 15- 33 ,(2000) , 10.1023/A:1008162616689
A.J. Lipton, H. Fujiyoshi, R.S. Patil, Moving target classification and tracking from real-time video workshop on applications of computer vision. pp. 8- 14 ,(1998) , 10.1109/ACV.1998.732851
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
Benny Ping Lai Lo, SA Velastin, Automatic congestion detection system for underground platforms international symposium on intelligent multimedia video and speech processing. pp. 158- 161 ,(2001) , 10.1109/ISIMP.2001.925356
C.R. Wren, A. Azarbayejani, T. Darrell, A.P. Pentland, Pfinder: real-time tracking of the human body IEEE Transactions on Pattern Analysis and Machine Intelligence. ,vol. 19, pp. 780- 785 ,(1997) , 10.1109/34.598236
P. Perona, J. Malik, Scale-space and edge detection using anisotropic diffusion IEEE Transactions on Pattern Analysis and Machine Intelligence. ,vol. 12, pp. 629- 639 ,(1990) , 10.1109/34.56205
Liyuan Li, Weimin Huang, Irene Yu-Hua Gu, Qi Tian, Statistical modeling of complex backgrounds for foreground object detection IEEE Transactions on Image Processing. ,vol. 13, pp. 1459- 1472 ,(2004) , 10.1109/TIP.2004.836169
R. Schapire, Y. Freund, A Decision Theoretic Generalization of On-Line Learning and an Application to Boosting Research Papers in Economics. ,(2010)