Change detection in VHR images based on morphological attribute profiles

IEEE Geoscience and Remote Sensing Letters

Volumn 10, Issue 3, 2013, Pages 636-640

  Falco, Nicola ^a,b   Mura, Mauro Dalla ^c   Bovolo, Francesca ^b   Benediktsson, Jon Atli ^a   Bruzzone, Lorenzo ^b  

^a UNIVERSITY OF ICELAND   (Iceland)

^b UNIVERSITY OF TRENTO   (Italy)

^c GIPSA LAB   (France)

Author keywords

Change detection (CD); morphological attribute profiles (APs); remote sensing; very high resolution images

Indexed keywords

CHANGE DETECTION; DIFFERENT SCALE; GEOMETRICAL FEATURES; MORPHOLOGICAL ATTRIBUTE PROFILES (APS); MULTI-RESOLUTIONS; NEW APPROACHES; QUICKBIRD IMAGES; SPATIAL MORPHOLOGIES; TEMPORAL CHANGE; URBAN AREAS; VERY HIGH RESOLUTION; VERY HIGH RESOLUTION (VHR) IMAGE; VHR IMAGES;

REMOTE SENSING;

SIGNAL DETECTION;

EID: 84873988083     PISSN: 1545598X     EISSN: None     Source Type: Journal    
DOI: 10.1109/LGRS.2012.2222340     Document Type: Article

References (10)

1. L. Bruzzone and F. Bovolo, "A novel framework for the design of change-detection systems for very-high-resolution remote sensing images," Proc. IEEE, to be published. [Online]. Available: http://ieeexplore.ieee.org
2. M. Pesaresi and J. A. Benediktsson, "A new approach for the morphological segmentation of high-resolution satellite imagery," IEEE Trans. Geosci. Remote Sens., vol. 39, no. 2, pp. 309-320, Feb. 2001.
3. J. A. Benediktsson, M. Pesaresi, and K. Arnason, "Classification and feature extraction for remote sensing images from urban areas based on morphological transformations," IEEE Trans. Geosci. Remote Sens., vol. 41, no. 9, pp. 1940-1949, Sep. 2003.
4. M. Dalla Mura, J. A. Benediktsson, F. Bovolo, and L. Bruzzone, "An un-supervised technique based on morphological filters for change detection in very high resolution images," IEEE Geosci. Remote Sens. Lett., vol. 5, no. 3, pp. 433-437, Jul. 2008.
5. M. Dalla Mura, J. A. Benediktsson, B. Waske, and L. Bruzzone, "Morphological attribute profiles for the analysis of very high resolution images," IEEE Trans. Geosci. Remote Sens., vol. 48, no. 10, pp. 3747-3762, Oct. 2010.
6. P. Salembier, A. Oliveras, and L. Garrido, "Antiextensive connected operators for image and sequence processing," IEEE Trans. Image Process., vol. 7, no. 4, pp. 555-570, Apr. 1998.
7. H. Gökhan Akçay and S. Aksoy, "Automatic detection of geospatial objects using multiple hierarchical segmentations," IEEE Trans. Geosci. Remote Sens., vol. 46, no. 7, pp. 2097-2111, Jul. 2008.
8. F. Bovolo, "A multilevel parcel-based approach to change detection in very high resolution multitemporal images," IEEE Geosci. Remote Sensi. Lett., vol. 6, no. 1, pp. 33-37, Jan. 2009.
9. L. Bruzzone and D. F. Prieto, "An adaptive parcel-based technique for unsupervised change detection," Int. J. Remote Sens., vol. 21, no. 4, pp. 817-822, 2000.
10. M. Dalla Mura, A. Villa, J. Benediktsson, J. Chanussot, and L. Bruzzone, "Classification of hyperspectral images by using extended morphological attribute profiles and independent component analysis," IEEE Geosci. Remote Sens. Lett., vol. 8, no. 3, pp. 542-546, May 2011.