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Pro processing for images and computer vision with OpenCV [electronic resource] : solutions for media artists and creative coders

Pro processing for images and computer vision with OpenCV [electronic resource] : solutions for media artists and creative coders

Material type
E-Book(소장)
Personal Author
Chung, Bryan WC.
Title Statement
Pro processing for images and computer vision with OpenCV [electronic resource] : solutions for media artists and creative coders / Bryan WC Chung.
Publication, Distribution, etc
Berkeley, CA :   Apress,   c2017.  
Physical Medium
1 online resource (xv, 293 p.) : ill. (some col.).
ISBN
9781484227749 9781484227756 (e-book)
요약
Apply the Processing language to tasks involved in computer vision--tasks such as edge and corner detection, recognition of motion between frames in a video, recognition of objects, matching of feature points and shapes in different frames for tracking purposes, and more. You will manipulate images through creative effects, geometric transformation, blending of multiple images, and so forth. Examples are provided. Pro Processing for Images and Computer Vision with OpenCV is a step-by-step training tool that guides you through a series of worked examples in linear order. Each chapter begins with a basic demonstration, including the code to recreate it on your own system. Then comes a creative challenge by which to engage and develop mastery of the chapter’s topic. The book also includes hints and tips relating to visual arts, interaction design, and industrial best practices. This book is intended for any developer of artistic and otherwise visual applications, such as in augmented reality and digital effects, with a need to manipulate images, and to recognize and manipulate objects within those images. The book is specifically targeted at those making use of the Processing language that is common in artistic fields, and to Java programmers because of Processing’s easy integration into the Java programming environment.  What You'll Learn: Make use of OpenCV, the open source library for computer vision in the Processing environment Capture live video streams and examine them frame-by-frame for objects in motion Recognize shapes and objects through techniques of detecting lines, edges, corners, and more Transform images by scaling, translating, rotating, and additionally through various distortion effects Apply techniques such as background subtraction to isolate motion of objects in live video streams Detect and track human faces and other objects by matching feature points in different images or video frames.
General Note
Title from e-Book title page.  
Content Notes
1. Getting Started with Processing and OpenCV -- 2. Image Sources and Representations -- 3. Pixel-Based Manipulation -- 4. Geometry and Transformation -- 5. Identification of Structure -- 6. Understanding Motion -- 7. Feature Detection and Matching -- 8. Application Deployment and Conclusion.
Bibliography, Etc. Note
Includes bibliographical references and index.
이용가능한 다른형태자료
Issued also as a book.  
Subject Added Entry-Topical Term
Computer graphics. Computer vision. Computer games—Programming. Optical pattern recognition.
Short cut
URL
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020 ▼a 9781484227749
020 ▼a 9781484227756 (e-book)
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082 0 4 ▼a 006.37 ▼2 23
084 ▼a 006.37 ▼2 DDCK
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100 1 ▼a Chung, Bryan WC.
245 1 0 ▼a Pro processing for images and computer vision with OpenCV ▼h [electronic resource] : ▼b solutions for media artists and creative coders / ▼c Bryan WC Chung.
260 ▼a Berkeley, CA : ▼b Apress, ▼c c2017.
300 ▼a 1 online resource (xv, 293 p.) : ▼b ill. (some col.).
500 ▼a Title from e-Book title page.
504 ▼a Includes bibliographical references and index.
505 0 ▼a 1. Getting Started with Processing and OpenCV -- 2. Image Sources and Representations -- 3. Pixel-Based Manipulation -- 4. Geometry and Transformation -- 5. Identification of Structure -- 6. Understanding Motion -- 7. Feature Detection and Matching -- 8. Application Deployment and Conclusion.
520 ▼a Apply the Processing language to tasks involved in computer vision--tasks such as edge and corner detection, recognition of motion between frames in a video, recognition of objects, matching of feature points and shapes in different frames for tracking purposes, and more. You will manipulate images through creative effects, geometric transformation, blending of multiple images, and so forth. Examples are provided. Pro Processing for Images and Computer Vision with OpenCV is a step-by-step training tool that guides you through a series of worked examples in linear order. Each chapter begins with a basic demonstration, including the code to recreate it on your own system. Then comes a creative challenge by which to engage and develop mastery of the chapter’s topic. The book also includes hints and tips relating to visual arts, interaction design, and industrial best practices. This book is intended for any developer of artistic and otherwise visual applications, such as in augmented reality and digital effects, with a need to manipulate images, and to recognize and manipulate objects within those images. The book is specifically targeted at those making use of the Processing language that is common in artistic fields, and to Java programmers because of Processing’s easy integration into the Java programming environment.  What You'll Learn: Make use of OpenCV, the open source library for computer vision in the Processing environment Capture live video streams and examine them frame-by-frame for objects in motion Recognize shapes and objects through techniques of detecting lines, edges, corners, and more Transform images by scaling, translating, rotating, and additionally through various distortion effects Apply techniques such as background subtraction to isolate motion of objects in live video streams Detect and track human faces and other objects by matching feature points in different images or video frames.
530 ▼a Issued also as a book.
538 ▼a Mode of access: World Wide Web.
650 0 ▼a Computer graphics.
650 0 ▼a Computer vision.
650 0 ▼a Computer games—Programming.
650 0 ▼a Optical pattern recognition.
856 4 0 ▼u https://oca.korea.ac.kr/link.n2s?url=https://doi.org/10.1007/978-1-4842-2775-6
945 ▼a KLPA
991 ▼a E-Book(소장)

Holdings Information

No. Location Call Number Accession No. Availability Due Date Make a Reservation Service
No. 1 Location Main Library/e-Book Collection/ Call Number CR 006.37 Accession No. E14018701 Availability Loan can not(reference room) Due Date Make a Reservation Service M

Contents information

Table of Contents

CONTENTS
About the Author = xi
About the Technical Reviewer = xiii
Acknowledgments = xv
Chapter 1 Getting Started with Processing and OpenCV = 1
Chapter 2 Image Sources and Representations = 39
Chapter 3 Pixel-Based Manipulations = 71
Chapter 4 Geometry and Transformation = 101
Chapter 5 Identification of Structure = 133
Chapter 6 Understanding Motion = 177
Chapter 7 Feature Detection and Matching = 219
Chapter 8 Application Deployment and Conclusion = 263
Index = 289

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