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Characterization of skin lesion texture in diffuse reflectance spectroscopic images

Mehrübeoğlu, Mehrübe and Kehtarnavaz, Nasser and Marquez, Guillermo and Wang, Lihong V. (2000) Characterization of skin lesion texture in diffuse reflectance spectroscopic images. In: 4th IEEE Southwest Symposium on Image Analysis and Interpretation. IEEE Computer Society , Piscataway, NJ, pp. 146-150. ISBN 0769505953. http://resolver.caltech.edu/CaltechAUTHORS:20190304-143524094

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Abstract

This paper examines various texture features extracted from skin lesion images obtained by using diffuse reflectance spectroscopic imaging. Different image texture features have been applied to such images to separate precancerous from benign cases. These features are extracted based on the co-occurrence matrix, wavelet decomposition , fractal signature, and granulometric approaches. The results so far indicate that fractal and wavelet-based features are effective in distinguishing precancerous from benign cases.


Item Type:Book Section
Related URLs:
URLURL TypeDescription
https://doi.org/10.1109/iai.2000.839589DOIArticle
ORCID:
AuthorORCID
Wang, Lihong V.0000-0001-9783-4383
Additional Information:© 2000 IEEE. This work is partly supported by a US Department of Education graduate assistantship.
Funders:
Funding AgencyGrant Number
Department of EducationUNSPECIFIED
Record Number:CaltechAUTHORS:20190304-143524094
Persistent URL:http://resolver.caltech.edu/CaltechAUTHORS:20190304-143524094
Official Citation:M. Mehrubeoglu, N. Kehtarnavaz, G. Marquez and L. V. Wang, "Characterization of skin lesion texture in diffuse reflectance spectroscopic images," 4th IEEE Southwest Symposium on Image Analysis and Interpretation, Austin, TX, USA, 2000, pp. 146-150. doi: 10.1109/IAI.2000.839589
Usage Policy:No commercial reproduction, distribution, display or performance rights in this work are provided.
ID Code:93470
Collection:CaltechAUTHORS
Deposited By: George Porter
Deposited On:05 Mar 2019 16:46
Last Modified:05 Mar 2019 16:46

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