Change detection using iteratively reweighted regression with neural networks

International Geoscience and Remote Sensing Symposium (IGARSS)

Volumn , Issue , 2010, Pages 2563-2566

  Marpu, Prashanth R ^a   Gamba, Paolo ^a   Canty, Morton J ^b  

^a UNIVERSITY OF PAVIA   (Italy)

^b FORSCHUNGSZENTRUM JÜLICH   (Germany)

Author keywords

[No Author keywords available]

Indexed keywords

AUTOMATION; ITERATIVE METHODS; REMOTE SENSING;

CHANGE DETECTION; LANDSAT IMAGES;

NEURAL NETWORKS;

EID: 78650906665     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IGARSS.2010.5650496     Document Type: Conference Paper

References (8)

1. Bishop C.M., Neural networks for pattern recognition. Oxford University Press, Oxford, UK, 1995.
2. Clifton C., "Change detection in overhead imagery using neural networks," Applied Intelligence, 18, 215-234, 2003.
3. Elfishawy A., S. Kesler, and A. Abutaleb, "Adaptive algorithms for change detection in image sequence," Signal Processing, vol. 23, no. 2, pp. 179-191, 1991
4. Jain Z. and Y. Chau, "Optimum multisensor data fusion for image change detection," IEEE Trans. Systems, Man and Cybernetics, vol. 25, no. 9, pp. 1340-1347, September 1995.
5. Toyama K., J. Krumm, B. Brumitt, and B. Meyers, "Wallflower: Principles and practice of background maintenance," in Proc. ICCV '99, pp. 255-261, 1999.
6. Carlotto M., "Detection and analysis of change in remotely sensed imagery with application to wide area surveillance," IEEE Trans. Image Processing, vol. 6, no. 1, pp. 189-202, January 1997.
7. Nielsen A.A., "The regularized iteratively reweighted MAD method for change detection in multi- and hyperspectral data," IEEE Transactions on Image Processing, Vol. 16 No. 2 pp. 463-478, 2007.
8. Canty M.J., Image Analysis, Classification and Change Detection in Remote Sensing, With Algorithms for ENVI/IDL. Taylor & Francis, CRC Press, 2007.