Moving object segmentation method based on improved DRLSE

Zhejiang Daxue Xuebao (Gongxue Ban)/Journal of Zhejiang University (Engineering Science)

Volumn 48, Issue 8, 2014, Pages 1488-1495

  Hu, Zhu Hua ^a   Zhao, Yao Chi ^a   Cheng, Jie Ren ^a   Peng, Jin Lian ^a  

^a HAINAN UNIVERSITY   (China)

Author keywords

Active contour model(ACM); Distance regularized level set evolution(DRLSE); Frame difference; Image segmentation; Moving object segmentation

Indexed keywords

ENGINEERING; MATHEMATICAL MODELS;

ACTIVE CONTOUR MODEL; DISTANCE REGULARIZED LEVEL SETS; ENERGY FUNCTIONALS; EXTERNAL FORCE FIELD; FRAME DIFFERENCES; MOVING DIRECTION; MOVING OBJECT SEGMENTATION; SPATIAL TEMPORALS;

IMAGE SEGMENTATION;

EID: 84907516399     PISSN: 1008973X     EISSN: None     Source Type: Journal    
DOI: 10.3785/j.issn.1008-973X.2014.08.019     Document Type: Article

References (15)

1. KASS M, WITKIN A, TERZOPOULOS D. Snakes: active contour models [C]//Proceedings-First International Conference on Computer Vision. London: IEEE, 1987: 259-268.
2. QIAN Yun, ZHANG Ying-jie. Level set methods and its application on image segmentation [J]. Journal of Image and Graphics, 2008, 13(1): 7-13.
3. KONG Ding-ke. Research on geometric active contour models for image segmentation [D]. Hangzhou: Zhejiang University, 2010: 3-11.
4. LI Chun-ming, XU Chen-yang, GUI Chang-feng, et al. Level set evolution without re-initialization: a new variational formulation [C]//2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, CVPR 2005. San Diego: IEEE, 2005: 430-436.
5. LI Chun-ming, XU Chen-yang, GUI Chang-feng, et al. Distance regularized level set evolution and its application to image segmentation [J]. IEEE Transactions on Image Processing, 2010, 19(12): 3243-3254.
6. FANG Yu-qiang, DAI Bin, SONG Jin-ze, et al. An improved moving objects segmentation method based on optical flow technique and active contour model [J]. Journal of Central South University:Science and Technology, 2011, 42(4): 1035-1042.
7. XU Yang, WU Cheng-dong, ZHAO Ying. Moving object tracking using DRLSE model [J]. Journal of Computer-Aided Design & Computer Graphics, 2012, 24(3): 345-350.
8. YU Hui-min, YOU Yu-sai. Detecting and segmenting multiple moving objects using level set method [J]. Journal of Zhejiang University: Engineering Science, 2007, 41(3): 412-417.
9. LI Jing, WANG Jun-zheng, LIANG Shao-min, et al. Method of detecting multiple moving object based on improved level set [J]. Transactions of Beijing Institute of Technology, 2011, 31(5): 557-561.
10. ZHANG Rong-guo, YANG Li, LIU Kun, et al. Moving objective detection and its contours extraction using level set method[C]//2012 International Conference on Control Engineering and Communication Technology, ICCECT 2012. Shenyang: IEEE, 2012: 778-781.
11. ZHAO Ji, FENG Chuang, SHAO Fu-qun, et al. Moving object detection and segmentation based on adaptive frame difference and level set [J]. Information and Control, 2012, 41(2): 153-158.
12. CHEN Bo, LAI Jian-huang. Active contour models on image segmentation: a survey [J]. Journal of Image and Graphics, 2007, 12(1): 11-20.
13. CASELLES V, KIMMEL R, SAPIRO G. Geodesic active contours [J]. International Journal of Computer Vision, 1997, 22(1): 61-79.
14. PARAGIOS N, DERICHE R. Geodesic active contours and level sets for the detection and tracking of moving objects [J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2000, 22(3): 266-280.
15. OSHER S, SETHIAN J A. Front propagating with curvature dependent speed: algorithms based on Hamilton-Jacobi formulations [J]. Journal of Computational Physics, 1988, 79(1): 12-49.