Skip to content

Computer Vision Models, Learning, and Inference

Best in textbook rentals since 2012!

ISBN-10: 1107011795

ISBN-13: 9781107011793

Edition: 2012

Authors: Simon J. D. Prince

List price: $126.95
Shipping box This item qualifies for FREE shipping.
Blue ribbon 30 day, 100% satisfaction guarantee!

Rental notice: supplementary materials (access codes, CDs, etc.) are not guaranteed with rental orders.

what's this?
Rush Rewards U
Members Receive:
Carrot Coin icon
XP icon
You have reached 400 XP and carrot coins. That is the daily max!

Customers also bought

Book details

List price: $126.95
Copyright year: 2012
Publisher: Cambridge University Press
Publication date: 6/18/2012
Binding: Hardcover
Pages: 598
Size: 7.24" wide x 10.24" long x 1.10" tall
Weight: 3.168
Language: English

Dr Simon J. D. Prince is a faculty member in the Department of Computer Science at University College London. He has taught courses on machine vision, image processing and advanced mathematical methods. He has a diverse background in biological and computing sciences and has published papers across the fields of computer vision, biometrics, psychology, physiology, medical imaging, computer graphics and HCI.

Probability
Introduction to probability
Common probability distributions
Fitting probability models
The normal distribution
Machine Learning for Machine Vision
Learning and inference in vision
Modeling complex data densities
Regression models
Classification models
Connecting Local Models
Graphical models
Models for chains and trees
Models for grids
Preprocessing
Image preprocessing and feature extraction
Models for Geometry
The pinhole camera
Models for transformations
Multiple cameras
Models for Vision
Models for style and identity
Temporal models
Models for visual words
Appendices
Optimization
Linear algebra
Algorithms