Solutions for Media Artists and Creative Coders
Buch, Englisch, 293 Seiten, Format (B × H): 178 mm x 254 mm, Gewicht: 6592 g
ISBN: 978-1-4842-2774-9
Verlag: Apress
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 ofartistic 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
Who This Book Is For
Media artists, designers, and creative coders
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 ofartistic 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
Who This Book Is For
Media artists, designers, and creative coders
Chung
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Zielgruppe
Professional/practitioner
Autoren/Hrsg.
Fachgebiete
- Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz Computer Vision
- Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz Mustererkennung, Biometrik
- Mathematik | Informatik EDV | Informatik Informatik Bildsignalverarbeitung
- Mathematik | Informatik EDV | Informatik Programmierung | Softwareentwicklung Spiele-Programmierung, Rendering, Animation
- Mathematik | Informatik EDV | Informatik Programmierung | Softwareentwicklung Grafikprogrammierung
Weitere Infos & Material
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.
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