Perception as Bayesian Inference - Brossura

Knill, David C.

 
9780521064996: Perception as Bayesian Inference
Brossura
ISBN 10: 0521064996 ISBN 13: 9780521064996
Casa editrice: Cambridge University Press, 2008

Sinossi

This 1996 book describes an exciting theoretical paradigm for visual perception based on experimental and computational insights.

Le informazioni nella sezione "Riassunto" possono far riferimento a edizioni diverse di questo titolo.

Descrizione del libro

This 1996 book describes an exciting paradigm for building and testing theories of human visual perception based on Bayesian probability theory. Leading researchers in computer vision and experimental vision science describe theoretical frameworks, applications to specific problems, and implications for experimental studies.

Contenuti

1. Introduction D. C. Knill, D. Kersten and A. Yuille; 2. Pattern theory: a unifying perspective D. Mumford; 3. Modal structure and reliable inference A. Jepson, W. Richards and D. C. Knill; 4. Priors, preferences and categorical percepts W. Richards, A. Jepson and J. Feldman; 5. Bayesian decision theory and psychophysics A. L. Yuille and H. H. Bulthoff; 6. Observer theory, Bayes theory, and psychophysics B. M. Bennett, D. D. Hoffman, C. Prakash and S. N. Richman; 7. Implications of a Bayesian formulation D. C. Knill, D. Kersten and P. Mamassian; 8. Shape from texture: ideal observers and human psychophysics A. Blake, H. H. Bulthoff and D. Sheinberg; 9. A computational theory for binocular stereopsis P. N. Belhumeur; 10. The generic viewpoint assumption in a Bayesian framework W. T. Freeman; 11. Experiencing and perceiving visual surfaces K. Nakayama and S. Shimojo; 12. The perception of shading and reflectance E. H. Adelson and A. P. Pentland; 13. Banishing the Homunculus H. Barlow.

Le informazioni nella sezione "Su questo libro" possono far riferimento a edizioni diverse di questo titolo.

Editore
Cambridge University Press
Data di pubblicazione
2008
Lingua
Inglese
ISBN 10 
0521064996
ISBN 13 
9780521064996
Rilegatura
Copertina flessibile
Numero edizione
1
Numero di pagine
532
Contatto del produttore
non disponibile
Persona responsabile
Avery
https://www.avery.fr/

chemin des peupliers 27
Dardilly
Francia

Altre edizioni note dello stesso titolo

9780521461092: Perception as Bayesian Inference

Edizione in evidenza

ISBN 10:  052146109X ISBN 13:  9780521461092
Casa editrice: Cambridge University Press, 1996
Rilegato