Introduction to Visual Computing

Download or Read eBook Introduction to Visual Computing PDF written by Aditi Majumder and published by CRC Press. This book was released on 2018-01-31 with total page 376 pages. Available in PDF, EPUB and Kindle.
Introduction to Visual Computing
Author :
Publisher : CRC Press
Total Pages : 376
Release :
ISBN-10 : 9781482244922
ISBN-13 : 1482244926
Rating : 4/5 (22 Downloads)

Book Synopsis Introduction to Visual Computing by : Aditi Majumder

Book excerpt: Introduction to Visual Computing: Core Concepts in Computer Vision, Graphics, and Image Processing covers the fundamental concepts of visual computing. Whereas past books have treated these concepts within the context of specific fields such as computer graphics, computer vision or image processing, this book offers a unified view of these core concepts, thereby providing a unified treatment of computational and mathematical methods for creating, capturing, analyzing and manipulating visual data (e.g. 2D images, 3D models). Fundamentals covered in the book include convolution, Fourier transform, filters, geometric transformations, epipolar geometry, 3D reconstruction, color and the image synthesis pipeline. The book is organized in four parts. The first part provides an exposure to different kinds of visual data (e.g. 2D images, videos and 3D geometry) and the core mathematical techniques that are required for their processing (e.g. interpolation and linear regression.) The second part of the book on Image Based Visual Computing deals with several fundamental techniques to process 2D images (e.g. convolution, spectral analysis and feature detection) and corresponds to the low level retinal image processing that happens in the eye in the human visual system pathway. The next part of the book on Geometric Visual Computing deals with the fundamental techniques used to combine the geometric information from multiple eyes creating a 3D interpretation of the object and world around us (e.g. transformations, projective and epipolar geometry, and 3D reconstruction). This corresponds to the higher level processing that happens in the brain combining information from both the eyes thereby helping us to navigate through the 3D world around us. The last two parts of the book cover Radiometric Visual Computing and Visual Content Synthesis. These parts focus on the fundamental techniques for processing information arising from the interaction of light with objects around us, as well as the fundamentals of creating virtual computer generated worlds that mimic all the processing presented in the prior sections. The book is written for a 16 week long semester course and can be used for both undergraduate and graduate teaching, as well as a reference for professionals.


Introduction to Visual Computing Related Books

Introduction to Visual Computing
Language: en
Pages: 376
Authors: Aditi Majumder
Categories: Computers
Type: BOOK - Published: 2018-01-31 - Publisher: CRC Press

DOWNLOAD EBOOK

Introduction to Visual Computing: Core Concepts in Computer Vision, Graphics, and Image Processing covers the fundamental concepts of visual computing. Whereas
Visual Computing
Language: en
Pages: 345
Authors: Markus Groß
Categories: Computers
Type: BOOK - Published: 2012-12-06 - Publisher: Springer Science & Business Media

DOWNLOAD EBOOK

Advances in computing and communications have brought about an increasing demand for visual information. Visual Computing addresses the principles behind "visua
Image Statistics in Visual Computing
Language: en
Pages: 360
Authors: Tania Pouli
Categories: Computers
Type: BOOK - Published: 2013-12-13 - Publisher: CRC Press

DOWNLOAD EBOOK

To achieve the complex task of interpreting what we see, our brains rely on statistical regularities and patterns in visual data. Knowledge of these regularitie
Visual Computing for Medicine
Language: en
Pages: 1017
Authors: Bernhard Preim
Categories: Computers
Type: BOOK - Published: 2013-11-07 - Publisher: Newnes

DOWNLOAD EBOOK

Visual Computing for Medicine, Second Edition, offers cutting-edge visualization techniques and their applications in medical diagnosis, education, and treatmen
Visual Computing for Cultural Heritage
Language: en
Pages: 440
Authors: Fotis Liarokapis
Categories: Computers
Type: BOOK - Published: 2020-04-07 - Publisher: Springer Nature

DOWNLOAD EBOOK

This book provides insights into the state of the art of digital cultural heritage using computer graphics, image processing, computer vision, visualization and