Decision level fusion in classification of hyperspectral data from urban areas

International Geoscience and Remote Sensing Symposium (IGARSS)

Volumn 1, Issue , 2004, Pages 73-76

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

^a UNIVERSITY OF ICELAND   (Iceland)

^b GIPSA LAB   (France)

Author keywords

Classification; Data fusion; Hyperspectral imagery; Mathematical morphology

Indexed keywords

CLASSIFICATION (OF INFORMATION); DECISION THEORY; FUSION REACTIONS; IMAGE PROCESSING; MATHEMATICAL MORPHOLOGY; PRINCIPAL COMPONENT ANALYSIS; REMOTE SENSING; URBAN PLANNING;

DATA FUSION; DECISION LEVEL FUSION; HYPERSPECTRAL IMAGERY; NONPARAMETRIC WEIGHTED FEATURE EXTRACTION (NWFE);

IMAGING TECHNIQUES;

EID: 15944409238     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (9)

1. M. Pesaresi and JA. 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. J.A. Benediktsson, J.A. Palmason, and J.R. Sveinsson, "Morphological Pre-Processing for Classification of Hyperspectral Data from Urban Areas," Proceedings of IEEE Workshop on Advances in Techniques for Analysis of Remotely Sensed Data (CD ROM), IEEE Publications, Dec., 2003.
3. nd Edition, Springer Verlag, Berlin, 2003.
4. J.A. Benediktsson, M. Pesaresi, and K. Amason' "Classification and Feature Extraction of Remote Sensing Images from Urban Areas based on Morphological Approaches," IEEE Transactions on Geosciene and Remote Sensing, vol. 41, no. 10, pp. 1940-1949, 2003.
5. J.A. Benediktsson, J.R. Sveinsson, O.K. Ersoy, and P.H. Swain, "Parallel Consensual Neural Networks," IEEE Transactions on Neural Networks, vol. 8, no. 1, pp. 54-64, 1997.
6. I. Bloch, "Information Combination Operators for Data Fusion: a Comparative Review with Classification," IEEE Transactions on Systems, Man and Cybernetics, Part A. vol. 26, no. 1, pp. 52-67, Jan. 1996.
7. J.A. Benediktsson and Philip H. Swain, "Consensus Theoretic Classification Methods," IEEE Transactions on Systems, Man and Cybernetics, vol. 22, no. 4, pp. 688-704, July/August 1992.
8. MultiSpec was developed by Larry Biehl and David A. Landgrebe at Purdue University. It can be downloaded from http://www.ece.purdue.edu/~biehl/ MultiSpec/
9. D.A. Landgrebe, Signal Theory Methods in Multispectral Remote Sensing, John Wiley and Sons, Hoboken, New Jersey, 2003.