Aapo Hyvärinen - Böcker
Visar alla böcker från författaren Aapo Hyvärinen. Handla med fri frakt och snabb leverans.
3 produkter
3 produkter
Del 26 - Adaptive and Cognitive Dynamic Systems: Signal Processing, Learning, Communications and Control
Independent Component Analysis
Inbunden, Engelska, 2001
2 093 kr
Skickas inom 7-10 vardagar
A comprehensive introduction to ICA for students and practitionersIndependent Component Analysis (ICA) is one of the most exciting new topics in fields such as neural networks, advanced statistics, and signal processing. This is the first book to provide a comprehensive introduction to this new technique complete with the fundamental mathematical background needed to understand and utilize it. It offers a general overview of the basics of ICA, important solutions and algorithms, and in-depth coverage of new applications in image processing, telecommunications, audio signal processing, and more.Independent Component Analysis is divided into four sections that cover:* General mathematical concepts utilized in the book* The basic ICA model and its solution* Various extensions of the basic ICA model* Real-world applications for ICA modelsAuthors Hyvarinen, Karhunen, and Oja are well known for their contributions to the development of ICA and here cover all the relevant theory, new algorithms, and applications in various fields. Researchers, students, and practitioners from a variety of disciplines will find this accessible volume both helpful and informative.
Natural Image Statistics
A Probabilistic Approach to Early Computational Vision.
Inbunden, Engelska, 2009
1 892 kr
Skickas inom 10-15 vardagar
Aims and Scope This book is both an introductory textbook and a research monograph on modeling the statistical structure of natural images. Another motivation for natural image statistics research is in computer science and engineering, where it helps in development of better image processing and computer vision methods.
Natural Image Statistics
A Probabilistic Approach to Early Computational Vision.
Häftad, Engelska, 2010
1 718 kr
Skickas inom 5-8 vardagar
Aims and Scope This book is both an introductory textbook and a research monograph on modeling the statistical structure of natural images. Another motivation for natural image statistics research is in computer science and engineering, where it helps in development of better image processing and computer vision methods.