Fusion of morphological and spectral information for classification of hyperspectal urban remote sensing data

International Geoscience and Remote Sensing Symposium (IGARSS)

Volumn , Issue , 2006, Pages 2506-2509

  Palmason, Jon Aevar ^a   Benediktsson, Jon Atli ^a   Sveinsson, Johannes R ^a   Chanussot, Jocelyn ^b  

^a UNIVERSITY OF ICELAND   (Iceland)

^b GRENOBLE INSTITUTE OF TECHNOLOGY   (France)

Author keywords

[No Author keywords available]

Indexed keywords

DATA REDUCTION; NEURAL NETWORKS; PRINCIPAL COMPONENT ANALYSIS; REMOTE SENSING;

MORPHOLOGICAL INFORMATION; SPECTRAL INFORMATION; URBAN AREAS;

INFORMATION FUSION;

EID: 34948871925     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IGARSS.2006.648     Document Type: Conference Paper

References (5)

1. M. Pesaresi and J.A. Benediktsson, "A New Approach for the Morphological Segmentation of High-resolution Satellite Imagery," IEEE Transactions on Geosciene and Remote Sensing, vol. 39, no. 2, pp. 309-320, 2001.
2. F. Dell'Acqua, P. Gamba, A. Ferrari, J. A. Palmason, J. A. Benediktsson and K. Arnason, "Exploiting Spectral and Spatial Information in Hyperspectral Urban Data with High Resolution" IEEE Geosci. and Remote Sensing Letters, vol. 1, pp. 322-326, 2004.
3. J.A. Benediktsson, J.A. Palmason and J.R. Sveinsson, "Classification of Hyperspectral Data from Urban Areas Based on Extended Morphological Profiles," IEEE Transactions on Geoscience and Remote Sensing, vol. 43, no. 3, pp. 480-491, 2005.
4. J.A. Palmason, J.A. Benediktsson, J.R. Sveinsson, and J. Chanussot, Classification of Hyperspectral Data from Urban Areas using Morphological Preprocessing and Independent Component Analysis, IEEE International Geoscience and Remote Sensing Symposium (IGARSS'05), pp. 176-179, 2005.
5. D.A. Landgrebe, Signal Theory Methods in Multispectral Remote Sensing, John Wiley and Sons, Hoboken, New Jersey, 2003.