Wavelet fusion on ratio images for change detection in SAR images

IEEE Geoscience and Remote Sensing Letters

Volumn 9, Issue 6, 2012, Pages 1122-1126

  Ma, Jingjing ^a   Gong, Maoguo ^a   Zhou, Zhiqiang ^a  

^a XIDIAN UNIVERSITY   (China)

Author keywords

Change detection; log ratio image; mean ratio image; synthetic aperture radar (SAR) image; wavelet fusion

Indexed keywords

CHANGE DETECTION; LOG-RATIO IMAGES; MEAN-RATIO IMAGE; SYNTHETIC APERTURE RADAR (SAR) IMAGES; WAVELET FUSION;

FREQUENCY BANDS; SIGNAL DETECTION;

SYNTHETIC APERTURE RADAR;

EID: 84863470145     PISSN: 1545598X     EISSN: None     Source Type: Journal    
DOI: 10.1109/LGRS.2012.2191387     Document Type: Article

References (12)

1. R. J. Radke, S. Andra, O. Al-Kofahi, and B. Roysam, "Image change detection algorithms: A systematic survey," IEEE Trans. Image Process., vol. 14, no. 3, pp. 294-307, Mar. 2005.
2. Y. Bazi, L. Bruzzone, and F. Melgani, "An unsupervised approach based on the generalized Gaussian model to automatic change detection in multitemporal SAR images," IEEE Trans. Geosci. Remote Sens., vol. 43, no. 4, pp. 874-887, Apr. 2005.
3. E. E. Kuruoglu and J. Zerubia, "Modeling SAR images with a generalization of the Rayleigh distribution," IEEE Trans. Image Process., vol. 13, no. 4, pp. 527-533, Apr. 2004.
4. E. Rignot and J. Van Zyl, "Change detection techniques for ERS-1 SAR data," IEEE Trans. Geosci. Remote Sens., vol. 31, no. 4, pp. 896-906, Jul. 1993.
5. J. Inglada and G. Mercier, "A new statistical similarity measure for change detection in multitemporal SAR images and its extension to multiscale change analysis," IEEE Trans. Geosci. Remote Sens., vol. 45, no. 5, pp. 1432-1445, May 2007.
6. F. Bovolo and L. Bruzzone, "A wavelet-based change-detection technique for multitemporal SAR images," in Proc. Int. Workshop Anal. Multi-Temporal Remote Sens. Images, May 2005, pp. 85-89.
7. C. Carincotte, S. Derrode, and S. Bourennane, "Unsupervised change detection on SAR images using fuzzy hidden Markov chains," IEEE Trans. Geosci. Remote Sens., vol. 44, no. 2, pp. 432-441, Feb. 2006.
8. F. Bovolo and L. Bruzzone, "A detail-preserving scale-driven approach to change detection in multitemporal SAR images," IEEE Trans. Geosci. Remote Sens., vol. 43, no. 12, pp. 2963-2972, Dec. 2005.
9. G. Piella, "A general framework for multiresolution image fusion from pixels to regions," Inf. Fusion, vol. 4, no. 4, pp. 259-280, Dec. 2003.
10. S. Krinidis and V. Chatzis, "A robust fuzzy local information C-means clustering algorithm," IEEE Trans. Image Process., vol. 19, no. 5, pp. 1328-1337, May 2010.
11. S. Harchicha and F. Chanbane, "Comparison of change detection indicators in SAR images," in Proc. EUSAR, Aachen, Germany, Jun. 2010.
12. P. L. Rosin and E. Ioannidis, "Evaluation of global image thresholding for change detection," Pattern Recognit. Lett., vol. 24, no. 14, pp. 2345-2356, Oct. 2003.