Natural Image Statistics A Probabilistic Approach to Early Computational Vision /

• Main Authors: Hyvärinen, Aapo (Author), Hurri, Jarmo (Author), Hoyer, Patrik O. (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: London : Springer London, 2009.
• Series: Computational Imaging and Vision, 39
• Subjects: Medicine.; Neurosciences.; Computer graphics.; Biomedicine.; Computer Imaging, Vision, Pattern Recognition and Graphics.; Signal, Image and Speech Processing.

One of the most successful frameworks in computational neuroscience is modelling visual processing using the statistical structure of natural images. In this framework, the visual system of the brain constructs a model of the statistical regularities of the incoming visual data. This enables the vis...