Computational models for cognitive vision
by
 
Ghosh, Hiranmay, author.

Title
Computational models for cognitive vision

Author
Ghosh, Hiranmay, author.

ISBN
9781119527886
 
9781119527893
 
9781119527855

Physical Description
1 online resource (xvii, 222 pages) : illustrations (some color)

Contents
Early vision -- Bayesian reasoning for perception and cognition -- Late vision -- Visual attention -- Cognitive architectures -- Knowledge representation for cognitive vision -- Deep learning for visual cognition -- Applications of visual cognition.

Abstract
"This book focuses on computing aspects and shows how the cognitive principles borrowed from other disciplines can be used to solve problems of computer vision. The book begins with an introduction to the problems of computer vision and why cognitive principles should be used to solve these problems. Then it moves on to a discussion of deductive, inductive, and abductive reasoning and the psychological observations and deductions of various theories and models of cognitive vision. Other topics covered include knowledge representation techniques, evolution of cognitive architectures, machine learning approaches, and more. The book ends with salient observations and future research directions"-- Provided by publisher

Local Note
John Wiley and Sons

Subject Term
Computer vision.
 
Cognitive science.
 
Visual perception.
 
Bayesian statistical decision theory.
 
Visual Perception
 
Vision par ordinateur.
 
Sciences cognitives.
 
Perception visuelle.
 
Théorie de la décision bayésienne.
 
COMPUTERS.
 
Bayesian statistical decision theory
 
Cognitive science
 
Computer vision

Genre
Electronic books.

Electronic Access
https://onlinelibrary.wiley.com/doi/book/10.1002/9781119527886


LibraryMaterial TypeItem BarcodeShelf Number[[missing key: search.ChildField.HOLDING]]Status
Online LibraryE-Book595791-1001TA1634 .G483 2020Wiley E-Kitap Koleksiyonu