Book description
This is the definitive advanced tutorial for OpenCV, designed for those with basic C++ skills. The computer vision projects are divided into easily assimilated chapters with an emphasis on practical involvement for an easier learning curve.
- Cool, fun and advanced projects that cover the various aspects of OpenCV programming
- Strong emphasis on programming techniques and methodology for the best approach to each project
- Ten projects that are carefully designed to build on your skills at every step
In Detail
OpenCV is a computer vision library that is extensively used in companies, research groups and governmental bodies for real-time capture, video file import, image manipulation, object detection and much more. Its comprehensive set of computer vision and machine learning algorithms makes it the obvious choice for professionals to develop visual applications.
With this book in hand, you would not need to plow through several pages of theory as this book will take you through the creation of many exciting projects that showcase the huge range of possibilities that open up when OpenCV is exploited to its full potential.
Table of contents
-
Mastering OpenCV with Practical Computer Vision Projects
- Table of Contents
- Mastering OpenCV with Practical Computer Vision Projects
- Credits
- About the Authors
- About the Reviewers
- www.PacktPub.com
- Preface
-
1. Cartoonifier and Skin Changer for Android
- Accessing the webcam
- Main camera processing loop for a desktop app
- Generating a black-and-white sketch
- Generating a color painting and a cartoon
- Generating an "evil" mode using edge filters
- Generating an "alien" mode using skin detection
- Porting from desktop to Android
- Summary
- 2. Marker-based Augmented Reality on iPhone or iPad
- 3. Marker-less Augmented Reality
- 4. Exploring Structure from Motion Using OpenCV
- 5. Number Plate Recognition Using SVM and Neural Networks
- 6. Non-rigid Face Tracking
- 7. 3D Head Pose Estimation Using AAM and POSIT
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8. Face Recognition using Eigenfaces or Fisherfaces
- Introduction to face recognition and face detection
- Summary
- References
- Index
Product information
- Title: Mastering OpenCV with Practical Computer Vision Projects
- Author(s):
- Release date: November 2012
- Publisher(s): Packt Publishing
- ISBN: 9781849517829
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