Title :
Classification of image regions using the wavelet standard deviation descriptor
Author :
Greve, Sönke ; Grzegorzek, Marcin ; Saathoff, Carsten ; Paulus, Dietrich
Author_Institution :
Dept. of Comput. Sci., Univ. Koblenz-Landau, Koblenz, Germany
Abstract :
This paper introduces and comprehensively evaluates a new approach for classification of image regions. It is based on the so called wavelet standard deviation descriptor. Experiments performed for almost one thousand images with region segmentation given provided reasonable results for a very general application domain: “holiday pictures”.
Keywords :
image classification; wavelet transforms; image classification; image regions; wavelet standard deviation descriptor; Feature extraction; Gray-scale; Image color analysis; Image resolution; Image segmentation; Pixel; Wavelet transforms;
Conference_Titel :
Computer Science and Information Technology (IMCSIT), Proceedings of the 2010 International Multiconference on
Conference_Location :
Wisla
Print_ISBN :
978-1-4244-6432-6
DOI :
10.1109/IMCSIT.2010.5679733
