Book
Handbook of Texture Analysis AI-Based Medical Imaging Applications Volume 2
ISBN : 9780367483456
Author : Ayman El-Baz
Publisher : CRC Press
Year : 2025
Language : English
Type : Book
Description : The major goals of texture research in computer vision are to understand, model, and process texture and, ultimately, to simulate the human visual learning process using computer technologies. In the last decade, artificial intelligence has been revolutionized by machine learning and big data approaches, outperforming human prediction on a wide range of problems. In particular, deep learning convolutional neural networks (CNNs) are particularly well suited to texture analysis. This volume presents important branches of texture analysis methods which find a proper application in AI-based medical image analysis.
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