Aerial colour image segmentation by Karhunen-Loeve transform

• Published in: Proceedings 15th International Conference on Pattern Recognition. ICPR-2000 Vol. 1; pp. 309 - 312 vol.1
• Main Authors: Devaux, J.-C., Gouton, P., Truchetet, F.
• Format: Conference Proceeding
• Language: English
• Published: IEEE 2000
• Subjects: Classification algorithms; Councils; Covariance matrix; Eigenvalues and eigenfunctions; Energy measurement; Image color analysis; Image segmentation; Image texture analysis; Karhunen-Loeve transforms; Q measurement

The Karhunen-Loeve transform (KLT) is used to perform region-based segmentation of aerial colour images from colour and texture features. A region-based segmentation method is developed in the KL colour image representation space and KLT is extended to texture analysis by local linear transform (LLT...