Normalization of multi-temporal images using a new change detection method based on the spectral classifier

International Geoscience and Remote Sensing Symposium (IGARSS)

Volumn , Issue , 2006, Pages 771-774

  De Carvalho Jr , Osmar Abílio ^a   Guimarães, Renato Fontes ^a   Gomes, Roberto Arnaldo Trancoso ^a   De Carvalho, Ana Paula Ferreira ^a   Da Silva, Nilton Correia ^b  

^a UNIVERSITY OF BRASILIA   (Brazil)

^b Universidade Evangélica de Goiás   (Brazil)

Author keywords

Classifier; Linear regression; Multi temporal image; Remote sensing

Indexed keywords

ALGORITHMS; ATMOSPHERIC OPTICS; FEATURE EXTRACTION; LINEAR REGRESSION; RADIOMETRY; REMOTE SENSING;

ATMOSPHERE INTERFERENCES; MULTI-TEMPORAL IMAGES; RADIOMETRIC CORRECTION; ROOT MEANS SQUARE (RMS);

IMAGE CLASSIFICATION;

EID: 34948829552     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IGARSS.2006.198     Document Type: Conference Paper

References (15)

1. P. R. Coppin, and M. E. Bauer, "Processing of multitemporal Landsat TM imagery to optimize extraction of forest cover change features." IEEE Transactions on Geoscience and Remote Sensing, vol. 32, pp. 918-927, 1994.
2. V. Casselles, and M. J. Lopez Garcia, "An alternative simple approach to estimate atmospheric correction in multitemporal studies." International Journal of Remote Sensing, vol. 10, pp. 1127-1134, 1989.
3. J. E. Conel, "Determination of surface reflectance and estimates of atmospheric optical depth and single scattering albedo from Landsat Thematic Mapper data." International Journal of Remote Sensing, vol. 11, pp. 783-828, 1990.
4. S. L. Furby, and N. A. Campbell, "Calibrating images from different dates to 'like-value' digital counts." Remote Sensing of Environment, vol. 77, pp. 186-196, 2001.
5. F. G. Hall, D. E. Strebel, J. E. Nickeson, and S. J. Goetz, "Radiometric rectification: toward a common radiometric response among multidate, multisensor images." Remote Sensing of Environment, vol. 35, pp. 1127, 1991.
6. J. Hill, and B. Sturm, "Radiometric correction of multitemporal thematic mapper data for use in agricultural landcover classification and vegetation monitoring." International Journal of Remote Sensing, vol. 12, pp. 1471-1491, 1991.
7. H. Olsson, "Regression functions for multitemporal relative calibration of thematic mapper data over boreal forest." Remote Sensing of Environment, vol. 46, pp. 89-102, 1993.
8. J. R. Schott, C. Salvaggio, and W. J. Volchok, "Radiometric scene normalization using pseudoinvariant features." Remote Sensing of Environment, vol. 26, pp. 1-16, 1988.
9. J. Heo, and F. W. Fitzhugh, "A standardized radiometric normalization method for change detection using remotely sensed imagery." ISPRS Journal of Photogrammetry and Remote Sensing, vol. 60, pp. 173-181, 2000.
10. Y. Du, J. Cihlar, J. Beaubien, and R. Latifovic, "Radiometric normalization, composition, and quality control forsatellite high resolution image mosaics over large areas." IEEE Transactions on Geoscience and Remote Sensing, vol. 39, pp. 623-634, 2001.
11. Y. Du, P. M. Teillet, and J. Cihlar, "Radiometric normalization of multitemporal high-resolution satellite images with quality control for land cover change detection." Remote Sensing of Environment, vol. 82, pp. 123-134, 2002.
12. J. E. A. Cavalcanti, and F. A. Costa, "Impactos socioeconomicos do perímetro irrigado do Gorutuba nos Municípios de Jana-ba e Porterinha. Montes Claros." CODEVASF, 138 p., 1998.
13. O. A. Carvalho J-nior, N. C. Silva, R. F. Guimarães, R. A. T. Gomes, and A. P. F. Carvalho, "Spectral Change Detection. Computers & Geoscience." (submited).
14. F. A. Kruse, A. B. Lefkoff, J. W. Boardman, K. B. Heiedbrecht, A. T. Shapiro, P. J. Barloon, and A. F. H. Goetz, "The Spectral Image Processing System (SIPS) - Interactive Visualization and Analysis of Imaging Spectrometer Data." Remote Sensing of Environment, vol. 44, pp. 145-163, 1993.
15. O. A. Carvalho Júnior, and P. R. Menezes, "Spectral Correlation Mapper (SCM): an improving Spectral Angle Mapper (SAM)". Proceedings of the Nineth JPL Airborne Earth Science Workshop, JPL Publication 0018. pp. 65-74, 2000.