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CRC Press Computer Vision and Image Processing Book

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Description

Master the essentials of visual computing with Computer Vision and Image Processing: Fundamentals and Applications by CRC Press. This comprehensive text guides readers through the core concepts and major approaches used to solve modern vision problems. It covers the entire pipeline, starting with image acquisition and formation models to help you understand how digital images are created. Building on these foundations, the book explores radiometric models, camera-based image formation, and essential image processing techniques. You will learn how to handle feature extraction and selection for pattern classification and recognition, which are vital skills for any computer science professional. For those looking to move into more complex territory, the text covers advanced topics including object classification, object tracking, image-based rendering, and image registration. Designed as a companion to typical teaching courses on computer vision, this book provides the technical depth needed to understand how machines interpret visual data. Whether you are a student or a researcher, this resource offers a structured way to learn both the fundamental principles and the advanced applications of image processing technology.

Key Features

Covers fundamental image acquisition and formation models to build a strong technical foundation in how digital images are captured.

Explains radiometric models and image formation in the camera to provide a deep understanding of light and sensor interaction.

Provides detailed instruction on image processing concepts and techniques necessary for manipulating and analyzing visual data.

Teaches essential methods for feature extraction and feature selection to support effective pattern classification and recognition.

Includes advanced topics such as object classification and object tracking for more complex computer vision applications.

Explores specialized areas like image-based rendering and image registration to expand your technical expertise.

Product Specifications

Format
Paperback
Domain
Amazon UK
Release Date
05 November 2019
Listed Since
08 February 2019

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