Details

Autor(en) / Beteiligte

• Ghosh, Hiranmay,

Titel

Computational models for cognitive vision

Ort / Verlag

Hoboken, New Jersey : Wiley-IEEE Computer Society Press,, [Piscataqay, New Jersey] : IEEE Xplore,

Erscheinungsjahr

[2020]

Link zum Volltext

• Wiley Online Library - AutoHoldings Books

Beschreibungen/Notizen

• Includes bibliographical references and index.
• 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.
• "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"--
• Also available in print.
• Description based on print version record.