Texture Based Segmentation

Reyer Zwiggelaar, Erika R. E. Denton

Allbwn ymchwil: Pennod mewn Llyfr/Adroddiad/Trafodion CynhadleddTrafodion Cynhadledd (Nid-Cyfnodolyn fathau)

13 Dyfyniadau (Scopus)

Crynodeb

The ability of human observers to discriminate between textures is related to the contrast between key structural elements and their repeating patterns. Here we have developed an automatic texture classification approach based on this principle. Local contrast information is modelled and a hybrid metric, based on probability density distributions and transportation estimation, are used to classify unseen samples. Quantitative and qualitative evaluation, based on mammographic images and Wolfe classification, is presented and shows segmentation results in line with the various classes.

Iaith wreiddiolSaesneg
TeitlDigital Mammography - 8th International Workshop, IWDM 2006, Proceedings
Is-deitl8th International Workshop, IWDM 2006, Manchester, UK, June 18-21, 2006, Proceedings
CyhoeddwrSpringer Nature
Tudalennau433-440
Nifer y tudalennau8
ISBN (Electronig)978-3-540-35627-1
ISBN (Argraffiad)3540356258, 9783540356257
Dynodwyr Gwrthrych Digidol (DOIs)
StatwsCyhoeddwyd - 21 Medi 2006

Cyfres gyhoeddiadau

EnwLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Cyfrol4046 LNCS
ISSN (Argraffiad)0302-9743
ISSN (Electronig)1611-3349

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