Change detection in hyperspectral imagery using temporal principal components

Proceedings of SPIE - The International Society for Optical Engineering

Volumn 6233 I, Issue , 2006, Pages

  Ortiz Rivera, Vanessa ^a   Vélez Reyes, Miguel ^a   Roysam, Badrinath ^b  

^a UNIVERSITY OF PUERTO RICO   (Puerto Rico)

^b RENSSELAER POLYTECHNIC INSTITUTE   (United States)

Author keywords

Change Detection; Hyperspectral Imagery; Principal Components

Indexed keywords

CHANGE DETECTION; FALSE ALARMS; HYPERSPECTRAL IMAGERY; PRINCIPAL COMPONENTS;

ALGORITHMS; ERROR DETECTION; IMAGE PROCESSING; IMAGING SYSTEMS; INFORMATION ANALYSIS; PRINCIPAL COMPONENT ANALYSIS;

SPECTRUM ANALYSIS;

EID: 33748657175     PISSN: 0277786X     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1117/12.667961     Document Type: Conference Paper

References (6)

1. Lu, Mausell, Brondizio and Moran, "Change Detection techniques", International Journal of Remote Sensing, Vol. 25, 2365-2407, 2004.
2. Radke, Andra, Al-Kohafi and Roysam, "Image Change Detection algorithms: A Systematic Survey". IEEE Transactions on Image Processing, Vol.14, Issue 3, 294-307, 2005.
3. I.T. Jolliffe, Principal Component Analysis, Second Edition, Springer Series in Statistics, 2002.
4. Surface Optics Corporation (SOC), Hyperspectral Imager and Imaging Spectrometer System. http://www.surfaceoptics.com/Products/Hyperspectral.htm
5. M. Velez-Reyes and D.M. Linares, "Comparison of Principal-Component- Based Band Selection Methods for Hyperspectral Imagery." Proceedings of SPIE: Image and Signal Processing for Remote Sensing VII, Vol. 4541, September 2001.
6. M. Vélez-Reyes and L. O. Jiménez, "Subset Selection Analysis for the Reduction of Hyperspectral Imagery." In Proceedings IEEE International Geosciences and Remote Sensing Symposium, July 6-10, Seattle, WA, 1998.