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General Books

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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