Analysis of Co-Occurrence Texture Statistics as a Function of Gray-Level Quantization for Classifying Breast Ultrasound

Gomez, W.; Coelho de Albuquerque Pereira, Wagner; F. C. Infantosi, A.

doi:10.1109/tmi.2012.2206398

Public

Analysis of Co-Occurrence Texture Statistics as a Function of Gray-Level Quantization for Classifying Breast Ultrasound

Published in IEEE Transactions on Medical Imaging • Jun 28, 2012

Authors:

W. Gomez

Wagner Coelho de Albuquerque Pereira

A. F. C. Infantosi

Abstract

In this paper, we investigated the behavior of 22 co-occurrence statistics combined to six gray-scale quantization levels to classify breast lesions on ultrasound (BUS) images. The database of 436 BUS images used in this investigation was formed by 217 carcinoma and 219 benign lesions images. The re...

Subject

Artificial intelligence

Pixel

Pattern recognition (psychology)

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