A new approach to change detection in multispectral images by means of ERGAS index

IEEE Geoscience and Remote Sensing Letters

Volumn 10, Issue 1, 2013, Pages 76-80

  Renza, Diego ^a   Martinez, Estibaliz ^a   Arquero, Agueda ^a  

^a UNIVERSIDAD POLITÉCNICA DE MADRID   (Spain)

Author keywords

Local relative dimensionless global error in synthesis (ERGAS); Multitemporal optical satellite images; Thresholding; Unsupervised change detection (CD)

Indexed keywords

CHANGE VECTOR ANALYSIS; GLOBAL ERRORS; MULTISPECTRAL IMAGES; OPTICAL SATELLITE IMAGES; SATELLITE IMAGES; THRESHOLDING; THRESHOLDING METHODS; UNSUPERVISED CHANGE DETECTION;

ELECTRICAL ENGINEERING; GEOTECHNICAL ENGINEERING;

SIGNAL DETECTION;

EID: 84887619551     PISSN: 1545598X     EISSN: None     Source Type: Journal    
DOI: 10.1109/LGRS.2012.2193372     Document Type: Article

References (21)

1. T. Lillesand, R. Kiefer, and J. Chipman, Remote Sensing and Image Interpretation, 2nd ed. Hoboken, NJ: Wiley, 2008.
2. D. Lu, P. Mausel, E. Brondizio, and E. Moran, "Change detection techniques," Int. J. Remote Sens., vol. 25, no. 12, pp. 2365-2407, Jun. 2004.
3. A. Almutairi and T. Warner, "Change detection accuracy and image properties: A study using simulated data," Remote Sens., vol. 2, no. 6, pp. 1508-1529, Jun. 2010.
4. M. Sezgin and B. Sankur, "Survey over image thresholding techniques and quantitative performance evaluation," J. Electron. Imag., vol. 13, pp. 146-165, Jan. 2004.
5. T. Celik and K. Ma, "Unsupervised change detection for satellite images using dual-tree complex wavelet transform," IEEE Trans. Geosci. Remote Sens., vol. 48, no. 3, pp. 1199-1210, Mar. 2010.
6. J. Im, J. Jensen, and J. Tullis, "Object-based change detection using correlation image analysis and image segmentation," Int. J. Remote Sens., vol. 29, no. 2, pp. 399-423, Jan. 2008.
7. A. Helmy and G. El-Taweel, "Neural network change detection model for satellite images using textural and spectral characteristics," Amer. J. Eng. Appl. Sci., vol. 3, no. 4, pp. 604-610, Apr. 2010.
8. W. Luo and H. Li, "Soft-change detection in optical satellite images," IEEE Geosci. Remote Sens. Lett., vol. 8, no. 5, pp. 879-883, Sep. 2011.
9. W. Kleynhans, J. Olivier, K. Wessels, B. Salmon, F. Van den Bergh, and K. Steenkamp, "Detecting land cover change using an extended Kalman filter on MODIS NDVI time-series data," IEEE Geosci. Remote Sens. Lett., vol. 8, no. 3, pp. 507-511, May 2011.
10. J. Chen, X. Chen, and X. Cui, "Change vector analysis in posterior probability space: A new method for land cover change detection," IEEE Geosci. Remote Sens. Lett., vol. 8, no. 2, pp. 317-321, Mar. 2011.
11. Y. Wang, B. Mitchell, J. Nugranad-Marzilli, G. Bonynge, Y. Zhou, and G. Shriver, "Remote sensing of land-cover change and landscape context of the national parks: A case study of the northeast temperate network," Remote Sens. Environ., vol. 113, no. 7, pp. 1453-1461, Jul. 2009.
12. L. Wald, Data Fusion: Definitions and Architectures: Fusion of Images of Different Spatial Resolutions. Paris, France: Presses des MINES, 2002.
13. B. Aiazzi, S. Baronti, and M. Selva, "Image fusion through multiresolution oversampled decompositions," in Image Fusion: Algorithms and Applications. New York: Academic, 2008, pp. 27-66.
14. J. Clevers and R. Zurita-Milla, "Multisensor and multiresolution image fusion using the linear mixing model," in Image Fusion: Algorithms and Applications. new York: Academic, 2008, pp. 67-84.
15. H. Gang, "Image fusion, image registration, and radiometric normalization for high resolution image processing," Ph.D. dissertation, Univ. New Brunswick, Saint John, NB, Canada, 2007.
16. M. El Hajj, A. Bégué, B. Lafrance, O. Hagolle, G. Dedieu, and M. Rumeau, "Relative radiometric normalization and atmospheric correction of a SPOT 5 time series," Sensors, vol. 8, no. 4, pp. 2774-2791, Apr. 2008.
17. S. Patra, S. Ghosh, and A. Ghosh, "Histogram thresholding for unsupervised change detection of remote sensing images," Int. J. Remote Sens., vol. 32, no. 21, pp. 6071-6089, Nov. 2011.
18. R. 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.
19. J. Tou and R. Gonzalez, Pattern Recognition Principles, vol. 7. Reading, MA: Addison-Wesley, 1974.
20. R. Congalton and K. Green, Assessing the Accuracy of Remotely Sensed Data: Principles and Practices. Boca Raton, FL: CRC Press, 2009.
21. E. Lambin and A. Strahlers, "Change-vector analysis in multitemporal space: A tool to detect and categorize land-cover change processes using high temporal-resolution satellite data," Remote Sens. Environ., vol. 48, no. 2, pp. 231-244, May 1994.