Handbook of Texture Analysis: Generalized Texture for AI-Based Industrial Applications
Handbook of Texture Analysis: Generalized Texture for AI-Based Industrial Applications
English | 2024 | ISBN: 0367483440 | 271 Pages | PDF (True) | 7 MB
English | 2024 | ISBN: 0367483440 | 271 Pages | PDF (True) | 7 MB
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.