Introduction to Visual Computing

Introduction to Visual Computing

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  • Author: Aditi Majumder
  • Publisher: CRC Press
  • ISBN: 1482244926
  • Category : Computers
  • Languages : en
  • Pages : 376

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.


Image Statistics in Visual Computing

Image Statistics in Visual Computing

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  • Author: Tania Pouli
  • Publisher: CRC Press
  • ISBN: 1439874905
  • Category : Computers
  • Languages : en
  • Pages : 360

To achieve the complex task of interpreting what we see, our brains rely on statistical regularities and patterns in visual data. Knowledge of these regularities can also be considerably useful in visual computing disciplines, such as computer vision, computer graphics, and image processing. The field of natural image statistics studies the regular


Image and Vision Computing

Image and Vision Computing

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  • Author: Wei Qi Yan
  • Publisher: Springer Nature
  • ISBN: 3031258258
  • Category : Computers
  • Languages : en
  • Pages : 537

This book constitutes the proceedings of the 37th International Conference, IVCNZ 2022, which took place in Auckland, New Zealand, in November 2022. The 37 papers (14 accepted for long oral presentation, 23 for short oral presentation) included in this volume were carefully reviewed and selected from 79 submissions. The conference presents papers on all aspects of computer vision, image processing, computer graphics, virtual and augmented reality, visualization, and HCI applications related to these fields.


Algorithms for Image Processing and Computer Vision

Algorithms for Image Processing and Computer Vision

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  • Author: J. R. Parker
  • Publisher: John Wiley & Sons
  • ISBN: 1118021886
  • Category : Computers
  • Languages : en
  • Pages : 498

A cookbook of algorithms for common image processing applications Thanks to advances in computer hardware and software, algorithms have been developed that support sophisticated image processing without requiring an extensive background in mathematics. This bestselling book has been fully updated with the newest of these, including 2D vision methods in content-based searches and the use of graphics cards as image processing computational aids. It’s an ideal reference for software engineers and developers, advanced programmers, graphics programmers, scientists, and other specialists who require highly specialized image processing. Algorithms now exist for a wide variety of sophisticated image processing applications required by software engineers and developers, advanced programmers, graphics programmers, scientists, and related specialists This bestselling book has been completely updated to include the latest algorithms, including 2D vision methods in content-based searches, details on modern classifier methods, and graphics cards used as image processing computational aids Saves hours of mathematical calculating by using distributed processing and GPU programming, and gives non-mathematicians the shortcuts needed to program relatively sophisticated applications. Algorithms for Image Processing and Computer Vision, 2nd Edition provides the tools to speed development of image processing applications.


Computer Vision and Image Processing

Computer Vision and Image Processing

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  • Author: Manas Kamal Bhuyan
  • Publisher: CRC Press
  • ISBN: 1351248383
  • Category : Computers
  • Languages : en
  • Pages : 442

The book familiarizes readers with fundamental concepts and issues related to computer vision and major approaches that address them. The focus of the book is on image acquisition and image formation models, radiometric models of image formation, image formation in the camera, image processing concepts, concept of feature extraction and feature selection for pattern classification/recognition, and advanced concepts like object classification, object tracking, image-based rendering, and image registration. Intended to be a companion to a typical teaching course on computer vision, the book takes a problem-solving approach.


Advances in Visual Computing

Advances in Visual Computing

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  • Author: George Bebis
  • Publisher: Springer Nature
  • ISBN: 3030904369
  • Category : Computers
  • Languages : en
  • Pages : 555

This two-volume set of LNCS 13017 and 13018 constitutes the refereed proceedings of the 16th International Symposium on Visual Computing, ISVC 2021, which was held in October 2021. The symposium took place virtually instead due to the COVID-19 pandemic. The 48 papers presented in these volumes were carefully reviewed and selected from 135 submissions. The papers are organized into the following topical sections: Part I: deep learning; computer graphics; segmentation; visualization; applications; 3D vision; virtual reality; motion and tracking; object detection and recognition. Part II: ST: medical image analysis; pattern recognition; video analysis and event recognition; posters.


Computer Vision

Computer Vision

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  • Author: Simon J. D. Prince
  • Publisher: Cambridge University Press
  • ISBN: 1107011795
  • Category : Computers
  • Languages : en
  • Pages : 599

A modern treatment focusing on learning and inference, with minimal prerequisites, real-world examples and implementable algorithms.


2016 International Conference on Image and Vision Computing New Zealand (IVCNZ)

2016 International Conference on Image and Vision Computing New Zealand (IVCNZ)

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  • Author: IEEE Staff
  • Publisher:
  • ISBN: 9781509027491
  • Category :
  • Languages : en
  • Pages :

Any aspect of image and video computing computer vision, image processing, visualisation and computer graphics


Feature Extraction and Image Processing for Computer Vision

Feature Extraction and Image Processing for Computer Vision

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  • Author: Mark Nixon
  • Publisher: Academic Press
  • ISBN: 0123978246
  • Category : Computers
  • Languages : en
  • Pages : 629

Feature Extraction and Image Processing for Computer Vision is an essential guide to the implementation of image processing and computer vision techniques, with tutorial introductions and sample code in Matlab. Algorithms are presented and fully explained to enable complete understanding of the methods and techniques demonstrated. As one reviewer noted, "The main strength of the proposed book is the exemplar code of the algorithms." Fully updated with the latest developments in feature extraction, including expanded tutorials and new techniques, this new edition contains extensive new material on Haar wavelets, Viola-Jones, bilateral filtering, SURF, PCA-SIFT, moving object detection and tracking, development of symmetry operators, LBP texture analysis, Adaboost, and a new appendix on color models. Coverage of distance measures, feature detectors, wavelets, level sets and texture tutorials has been extended. Named a 2012 Notable Computer Book for Computing Methodologies by Computing Reviews Essential reading for engineers and students working in this cutting-edge field Ideal module text and background reference for courses in image processing and computer vision The only currently available text to concentrate on feature extraction with working implementation and worked through derivation


Visual Computing

Visual Computing

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  • Author: Markus Groß
  • Publisher: Springer Science & Business Media
  • ISBN: 3642850235
  • Category : Computers
  • Languages : en
  • Pages : 345

Advances in computing and communications have brought about an increasing demand for visual information. Visual Computing addresses the principles behind "visual technology", and provides readers with a good understanding of how the integration of Computer Graphics, Visual Perception and Imaging is achieved. Included in the book is an overview of important research areas within this integration which will be useful for further work in the field. Foundations of visual perception and psychophysics are presented as well as basic methods of imaging and computer vision. This book serves as an excellent reference and textbook for those who wish to apply or study "visual computing technology."