Performance analysis of EM, SVD, and SVM classifiers in classification of carcinogenic regions of medical images
- 10 February 2014
- journal article
- research article
- Published by Wiley in International Journal of Imaging Systems and Technology
- Vol. 24 (1), 16-22
- https://doi.org/10.1002/ima.22074
Abstract
No abstract availableKeywords
This publication has 13 references indexed in Scilit:
- Multi‐SVM classifier system with piecewise interpolationIEEJ Transactions on Electrical and Electronic Engineering, 2013
- Evaluation of Different Feature Extractors and Classifiers for Offline Handwritten Devnagari Character RecognitionJournal of Pattern Recognition Research, 2011
- An EM algorithm for shape classification based on level setsMedical Image Analysis, 2005
- A relative evaluation of multiclass image classification by support vector machinesIEEE Transactions on Geoscience and Remote Sensing, 2004
- A support vector machine approach for detection of microcalcificationsIEEE Transactions on Medical Imaging, 2002
- A Tutorial on Support Vector Machines for Pattern RecognitionData Mining and Knowledge Discovery, 1998
- Spectral identification by singular value decompositionInternational Journal of Remote Sensing, 1998
- Malignant and benign clustered microcalcifications: automated feature analysis and classification.Radiology, 1996
- Singular value decomposition in multispectral radiometryInternational Journal of Remote Sensing, 1992
- On Using Principal Components Before Separating a Mixture of Two Multivariate Normal DistributionsJournal of the Royal Statistical Society Series C: Applied Statistics, 1983