Fundamentals of Image Data Mining: Analysis, Features, Classification and Retrieval (Texts in Computer Science)

Unlock the world of image data mining with ‘Fundamentals of Image Data Mining: Analysis, Features, Classification and Retrieval’. This essential textbook from The Bookish Owl provides a comprehensive overview of core concepts and cutting-edge techniques in image analysis and understanding. Dive into feature extraction, machine learning, and image retrieval, supported by practical mathematical models and real-world data. Explore tools like Fourier and wavelet transforms, learn to mine features such as color, texture, and shape, and master classification approaches including SVMs and neural networks. With new sections on pre-processing and statistical inference, plus MATLAB code examples and review summaries, this book is the perfect guide for computer science students and researchers seeking to solve complex image data mining problems.