Programming computer vision with Python /

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 y...

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Bibliographic Details
Call Number:Libro Electrónico
Main Author: Solem, Jan Erik
Format: Electronic eBook
Language:Inglés
Published: Sebastopol, Calif. : O'Reilly, Ã2012.
Edition:1st ed.
Subjects:
Computer vision.
Python (Computer program language)
Computer algorithms.
Vision par ordinateur.
Python (Langage de programmation)
Algorithmes.
algorithms.
COMPUTERS > Software Development & Engineering > Systems Analysis & Design.
Computer algorithms
Computer vision
Maschinelles Sehen
Python > Programmiersprache
Online Access:Texto completo (Requiere registro previo con correo institucional)
Description
Summary: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.
Physical Description:1 online resource : illustrations (some color)
Bibliography:Includes bibliographical references and index.
ISBN:9781449341947
1449341942
9781449341930
1449341934

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