Processing ......
FreeComputerBooks.com
Links to Free Computer, Mathematics, Technical Books all over the World
 
Natural Image Statistics: A Probabilistic Approach to Early Computational Vision
Want to know Runways information of a particular airport? Click here to find out.
  • Title Natural Image Statistics: A Probabilistic Approach to Early Computational Vision
  • Author(s) Aapo Hyvarinen, Jarmo Hurri, Patrik O. Hoyer
  • Publisher: Springer; (December 16, 2010); eBook (Preprint)
  • Permission: Link to the book's homepage.
  • Hardcover/Paperback 468 pages
  • eBook PDF (487 pages, 9MB)
  • Language: English
  • ISBN-10: 1849968446
  • ISBN-13:978-1849968447
  • Share This:  

Book Description

This book is both an introductory textbook and a research monograph on modelling the statistical structure of natural images. In very simple terms, "natural images" are photographs of the typical environment where we live. In this book, their statistical structure is described using a number of statistical models whose parameters are estimated from image samples.

The book is targeted for advanced undergraduate students, graduate students and researchers in vision science, computational neuroscience, computer vision and image processing. It can also be read as an introduction to the area by people with a background in mathematical disciplines (mathematics, statistics, theoretical physics).

Due to the multidisciplinary nature of the subject, the book has been written so as to be accessible to an audience coming from very different backgrounds such as psychology, computer science, electrical engineering, neurobiology, mathematics, statistics and physics.

About the Authors
  • N/A
Reviews, Ratings, and Recommendations: Related Book Categories: Read and Download Links: Similar Books:
Book Categories
Other Categories
Resources and Links