Basic installation guides
by Utkarsh Sinha, Quan Hua, Steven Puttemans, Joseph Howse
OpenCV 3 Blueprints
- OpenCV 3 Blueprints
- Table of Contents
- OpenCV 3 Blueprints
- Credits
- About the Authors
- About the Reviewers
- www.PacktPub.com
- Preface
- 1. Getting the Most out of Your Camera System
- 2. Photographing Nature and Wildlife with an Automated Camera
- 3. Recognizing Facial Expressions with Machine Learning
- Introducing facial expression recognition
- Finding the face region in the image
- Feature extraction
- Classification
- Evaluation
- System overview
- Further reading
- Summary
- 4. Panoramic Image Stitching Application Using Android Studio and NDK
- Introducing the concept of panorama
- The Android section – an application user interface
- Integrating OpenCV into the Android Studio
- Application showcase
- Further improvement
- Summary
- 5. Generic Object Detection for Industrial Applications
- Difference between recognition, detection, and categorization
- Smartly selecting and preparing application specific training data
- Parameter selection when training an object model
- Using scene specific knowledge and constraints to optimize the detection result
- Obtaining rotation invariance object detection
- 2D scale space relation
- Performance evaluation and GPU optimizations
- Practical applications
- Summary
- 6. Efficient Person Identification Using Biometric Properties
- Biometrics, a general approach
- Face detection and recognition
- Fingerprint identification, how is it done?
- Iris identification, how is it done?
- Combining the techniques to create an efficient people-registration system
- Summary
- 7. Gyroscopic Video Stabilization
- Index
As authors, we acknowledge that installing OpenCV 3 on your system can sometimes be quite cumbersome. Therefore, we have added a series of basic installation guides for installing OpenCV 3, based on the latest OpenCV 3 master branch on your system, and getting the necessary modules for the different chapters to work. For more information, take a look at https://github.com/OpenCVBlueprints/OpenCVBlueprints/tree/master/installation_tutorials.
Keep in mind that the book also uses modules from the OpenCV "contrib" (contributed) repository. The installation manual will have directions on how to install these. However, we encourage you to only install those modules that we need, because we know that they are stable. For other modules, this might not be the case.
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