Logo

Computer Vision: Models, Learning, and Inference

Large book cover: Computer Vision: Models, Learning, and Inference

Computer Vision: Models, Learning, and Inference
by

Publisher: Cambridge University Press
ISBN/ASIN: 1107011795
ISBN-13: 9781107011793
Number of pages: 665

Description:
This modern treatment of computer vision focuses on learning and inference in probabilistic models as a unifying theme. It shows how to use training data to learn the relationships between the observed image data and the aspects of the world that we wish to estimate, such as the 3D structure or the object class, and how to exploit these relationships to make new inferences about the world from new image data.

Home page url

Download or read it online for free here:
Download link
(105MB, PDF)

Similar books

Book cover: Recent Advances in Face RecognitionRecent Advances in Face Recognition
by - IN-TECH
The main ideas in the area of face recognition are security applications and human-computer interaction. The goal of this book is to provide the reader with the most up to date research performed in automatic face recognition.
(6508 views)
Book cover: Machine Interpretation of Line DrawingsMachine Interpretation of Line Drawings
by - The MIT Press
The book on computer vision which solves the problem of the interpretation of line drawings and answers many other questions regarding the errors in the placement of lines in the images. Sugihara presents a mechanism that mimics human perception.
(11656 views)
Book cover: Robot VisionRobot Vision
by - InTech
The purpose of robot vision is to enable robots to perceive the external world in order to perform a large range of tasks. This book presents a snapshot of the work in robot vision that is currently going on in different parts of the world.
(6966 views)
Book cover: Visual ReconstructionVisual Reconstruction
by - The MIT Press
Visual Reconstruction presents a unified and highly original approach to the treatment of continuity in vision. The book introduces two new concepts: the weak continuity constraint and the graduated nonconvexity algorithm.
(6738 views)