Publication date

2012

Usage

Attribution-Noncommercial-No Derivative Works 3.0

Topics

Computer vision, programming, python, Python (Computer program language), Computer algorithms

Publisher

Beijing ; Sebastopol, CA : O'Reilly

Collection

folkscanomy

Language

English

Item Size

252.9M

If you want a basic understanding of computer vision’s underlying theory and algorithms, this hands-on introduction is the ideal place to start. You’ll learn techniques for object recognition, 3D reconstruction, stereo imaging, augmented reality, and other computer vision applications as you follow clear examples written in Python. 

Programming Computer Vision with Python explains computer vision in broad terms that won’t bog you down in theory. You get complete code samples with explanations on how to reproduce and build upon each example, along with exercises to help you apply what you’ve learned. This book is ideal for students, researchers, and enthusiasts with basic programming and standard mathematical skills.

• Learn techniques used in robot navigation, medical image analysis, and other computer vision applications
• Work with image mappings and transforms, such as texture warping and panorama creation
• Compute 3D reconstructions from several images of the same scene
• Organize images based on similarity or content, using clustering methods
• Build efficient image retrieval techniques to search for images based on visual content
• Use algorithms to classify image content and recognize objects
• Access the popular OpenCV library through a Python interface

The final pre-production draft of the book (as of March 18, 2012) is available under a Creative Commons license. Note that this version does not have the final copy edits and last minute fixes. If you like the book, consider supporting O'Reilly and and the author by purchasing the official version.

"Tools and algorithms for analyzing images"--Cover

Includes bibliographical references (p. 239-241) and index

Addeddate

2014-08-19 23:13:23

Elastic

1

Identifier

ProgrammingComputerVision

Identifier-ark

ark:/13960/t9q26pq89

Isbn

9781449316549
1449316549

Noindex

true

Ocr

ABBYY FineReader 9.0

Pages

300

Ppi

600

Scanner

Internet Archive HTML5 Uploader 1.5.2

Full catalog record

MARCXML

comment

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