Title :
Level curve tracking algorithm for textural feature extraction
Author :
Da Costa, Jean Pierre ; Germain, Christian ; Baylou, Pierre
Author_Institution :
Equipe Signal et Imag, ENSERB, Talence, France
Abstract :
Topographic approaches are often used in the framework of texture characterization. More particularly, level curves proved to be interesting features to describe textures containing elongated patterns. Here, we provide an algorithm for level curve tracking based on a step by step propagation of a level set from a pixel to its neighbors. Textural feature extraction is then considered; orientation and pattern length measurement techniques are proposed. Pattern length retrieval is then exercised on composite material images taken from transmission electron microscopy
Keywords :
feature extraction; image texture; tracking; composite material images; elongated patterns; level curve tracking algorithm; orientation; pattern length measurement; step-by-step propagation; textural feature extraction; texture characterization; topographic approaches; transmission electron microscopy; Biomedical imaging; Composite materials; Electron microscopy; Feature extraction; Fingerprint recognition; Image retrieval; Length measurement; Level set; Shape; Surface topography;
Conference_Titel :
Pattern Recognition, 2000. Proceedings. 15th International Conference on
Conference_Location :
Barcelona
Print_ISBN :
0-7695-0750-6
DOI :
10.1109/ICPR.2000.903692