Second generation bandelet-domain Hidden Markov Tree-3S model for SAR image segmentation

Hongwai Yu Haomibo Xuebao/Journal of Infrared and Millimeter Waves

Volumn 29, Issue 2, 2010, Pages 145-149

  Hou, Biao ^a   Zhai, Yan Xia ^a   Jiao, Li Cheng ^a  

^a XIDIAN UNIVERSITY   (China)

Author keywords

Expectation maximum (EM) algorithm; HMT (Hidden Markov Tree) 3S model; Multiscale fusion; SAR image segmentation

Indexed keywords

HIDDEN MARKOV TREE; HMT (HIDDEN MARKOV TREE)-3S MODEL; MULTISCALE FUSION; SAR IMAGE SEGMENTATION;

DIGITAL IMAGE STORAGE; EDGE DETECTION; IMAGE FUSION; TREES (MATHEMATICS);

IMAGE SEGMENTATION;

EID: 77952608238     PISSN: 10019014     EISSN: None     Source Type: Journal    
DOI: 10.3724/SP.J.1010.2010.00145     Document Type: Article

References (12)

1. REN Ji-Jun, HE Ming-Yi. Level set method of image segmentation based on improved C-V model of 3-D histogram [J]. J. Infrared Millim. Waves, 2008, 27 (1): 72-76.
2. LI Yu, JI Ke-Feng, SU Yi. Surveys on SAR image segmentation algorithms [J]. Journal of Astronautics, 2008, 29 (2): 407-412.
3. Choi H., Baraniuk R. G. Multiscale Image Segmentation Using Wavelet-Domain Hidden Markov Models [J]. IEEE Transactions on Image Processing, 2001, 10 (9): 1309-1321.
4. HOU Yi-Min, GUO Lei. A novel SAR image segmentation method based on Markov random field [J]. Journal of Electronics & Information Technology 2007, 29 (5): 1069-1072.
5. Pyun K, Lim J, Won C S, et al. Image segmentation using hidden Markov Gauss mixture models [J]. IEEE Transactions on Image Processing, 2007, 16 (7): 1902-1911.
6. TIAN Yan, LIU Ji-Jun, XIE Yu-Bo, et al. Extraction of transition region and image segmentation based on local fuzzy variance [J]. J. Infrared Millim. Waves, 2007, 26 (5): 386-389.
7. Crouse M S, Nowak R D, Baraniuk R G. Wavelet-based statistical signal processing using hidden Markov models [J]. IEEE Transactions on Signal Processing, 1998, 46 (4): 886-902.
8. Fan G L, Xia X G. Wavelet-based texture analysis and synthesis using hidden Markov models [J]. IEEE Transactions on Circuits and Systems-I: Fundamental Theory and Applications. 2003, 50 (1): 106-120.
9. Peyre G, Mallat S. Surface compression with geometric bandelets [J]. ACM Transactions on Graphics, 2005, 24 (3): 601-608.
10. Pennec E L, Mallat S. Sparse geometric image representations with Bandelets [J]. IEEE Transactions on Image Processing. 2005, 14 (4): 423-438.
11. SHA Yu-Heng, CONG Lin, SUN Qiang, et al. Multiscale image segmentation based on contourlet-domain hidden Markov trees model [J]. J. Infrared Millim. Waves, 2005, 24 (6): 472-476.
12. Fan G L, Xia X G. A joint multi-context and multiscale approach to Bayesian image segmentation [J]. IEEE Transactions on Geosciences and Remote Sensing, 2001, 39 (12): 2680-2688.