Perception as Bayesian Inference

By: No Information Available

Write A Review

Paperback | 12 June 2008

At a Glance

Paperback
532 Pages

Dimensions(cm)
25 x 17.5 x 3.5

Paperback

RRP $121.95

$111.75

or 4 interest-free payments of $27.94 with

Ships in 5 to 7 business days

In recent years, Bayesian probability theory has emerged not only as a powerful tool for building computational theories of vision, but also as a general paradigm for studying human visual perception. This book provides an introduction to and critical analysis of the Bayesian paradigm. Leading researchers in computer vision and experimental vision science describe general theoretical frameworks for modeling vision, detailed applications to specific problems and implications for experimental studies of human perception. The book provides a dialogue between different perspectives both within chapters, which draw on insights from experimental and computational work, and between chapters, through commentaries written by the contributors on each other's work. Students and researchers in cognitive and visual science will find much to interest them in this thought-provoking collection.

Shipping

	Standard Shipping	Express Shipping
Metro postcodes:	$9.99	$14.95
Regional postcodes:	$9.99	$14.95
Rural postcodes:	$9.99	$14.95

Orders over $79.00 qualify for free shipping.

How to return your order

At Booktopia, we offer hassle-free returns in accordance with our returns policy. If you wish to return an item, please get in touch with Booktopia Customer Care.

Additional postage charges may be applicable.

Defective items

If there is a problem with any of the items received for your order then the Booktopia Customer Care team is ready to assist you.

For more info please visit our Help Centre.

You Can Find This Book In

Non-Fiction Mathematics Probability & Statistics Computing & I.T.Computer Science Artificial Intelligence Computer Vision Science Biology, Life Sciences Life Sciences in General Neurosciences Psychology

Physiological & Neuro-Psychology, Biopsychology Cognition & Cognitive Psychology Perception Computer Programming & Software Development Programming & Scripting Languages Information Technology General Issue Ethical & Social Aspects of IT

Other Editions and Formats

Hardcover

Published: 7th December 1996

View Product

Introduction
Pattern theory: a unifying perspective
Modal structure and reliable inference
Priors, preferences and categorical percepts
Bayesian decision theory and psychophysics
Observer theory, Bayes theory, and psychophysics
Implications of a Bayesian formulation
Shape from texture: ideal observers and human psychophysics
A computational theory for binocular stereopsis
The generic viewpoint assumption in a Bayesian framework
Experiencing and perceiving visual surfaces
The perception of shading and reflectance
Banishing the Homunculus
Table of Contents provided by Publisher. All Rights Reserved.

Perception as Bayesian Inference

At a Glance

Paperback

Shipping

How to return your order

Defective items

You Can Find This Book In

Other Editions and Formats

Hardcover

More in Computer Vision

Hands-On Machine Learning with Scikit-Learn and PyTorch

Concepts, Tools, and Techniques to Build Intelligent Systems

Mathematics for Machine Learning

AI

Unexplainable, Unpredictable, Uncontrollable

Data Science on AWS

Implementing End-to-End, Continuous AI and Machine Learning Pipelines

Practical Machine Learning for Computer Vision

End-to-End Machine Learning for Images

Generative AI on Aws

Building Context-Aware Multimodal Reasoning Applications

Applied Machine Learning and AI for Engineers

Solve Business Problems That Can't Be Solved Algorithmically

Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow 3e

Concepts, Tools, and Techniques to Build Intelligent Systems

AI Systems Performance Engineering

Optimizing Model Training and Inference Workloads with Gpus, Cuda, and Pytorch

Applied Machine Learning on Sensing Technologies

Ubiquitous Computing, Healthcare and Well-being

Visual Sensing and Ubiquitous Computing

Ubiquitous Computing, Healthcare and Well-being

Foundations of Artificial Intelligence in Finance

Insights for Practitioners with Applications and Case Studies

Foundations of Artificial Intelligence in Finance

Insights for Practitioners with Applications and Case Studies

Mathematics for Artificial Intelligence

Textbooks in Mathematics

Science Ltd.

Research Enterprise in the Age of Machines

The AI Glossary

AI and Emerging Tech Explained - 256 Key Concepts for Students, Professionals & Curious Minds

Artificial Intelligence in Smart Cities

Enhancing Urban Life

Becoming Homo lucidus

Becoming Homo lucidus

Computer Vision in Healthcare

Prediction, Detection and Diagnosis

Robust Optical Flow Estimation in Outdoor Environments

Technological Innovation and Sustainability through AI

Cutting-Edge Solutions for a Sustainable Future

Perceptive Machines

The Future of Feeling AI and What It Means for Humanity

Perceptive Machines

The Future of Feeling AI and What It Means for Humanity

This product is categorised by