Connectionists: New book "Natural Image Statistics" now available

[Aapo Hyvarinen]

Dear Colleagues,

Our new book:

Natural Image Statistics
-- A probabilistic approach to early computational vision

has now been published by Springer. See 
http://www.naturalimagestatistics.net
for ordering information, as well as a *free* preprint version.

The book is a hybrid of a textbook and a monograph. It explains the
basics of this modelling approach, as well as recent advances. The
book is targeted to students and researchers in any related
discipline, such as neural and cognitive sciences, computer science,
statistics, and electrical engineering.

Our main motivation for exploring natural image statistics is
computational modelling of biological visual systems. A theoretical
framework which is gaining more and more support considers the
properties of the visual system to be reflections of the statistical
structure of natural images, because of evolutionary adaptation
processes. 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.

Aapo Hyvarinen, Jarmo Hurri & Patrik Hoyer


-- 

----------------------------------------------------------------------------
Aapo Hyvarinen

Dept of Computer Science
  & Dept of Mathematics and Statistics
University of Helsinki

www.cs.helsinki.fi/aapo.hyvarinen/
----------------------------------------------------------------------------