目錄(85章)
倒序
- coverpage
- OpenCV Essentials
- Credits
- About the Authors
- About the Reviewers
- www.PacktPub.com
- Support files eBooks discount offers and more
- Preface
- What this book covers
- What you need for this book
- Who this book is for
- Conventions
- Reader feedback
- Customer support
- Chapter 1. Getting Started
- Setting up OpenCV
- API concepts and basic datatypes
- Our first program – reading and writing images and videos
- Reading and playing a video file
- Live input from a camera
- Summary
- Chapter 2. Something We Look At – Graphical User Interfaces
- Using OpenCV's highgui module
- Text and drawing
- Selecting regions
- Using Qt-based functions
- Summary
- Chapter 3. First Things First – Image Processing
- Pixel-level access and common operations
- Image histogram
- Histogram equalization
- Brightness and contrast modeling
- Histogram matching and LUT
- Conversion from RGB to other color spaces
- Filtering with the retina model
- Arithmetic and geometrical transforms
- Summary
- What else?
- Chapter 4. What's in the Image? Segmentation
- Thresholding
- Contours and connected components
- Flood fill
- Watershed segmentation
- GrabCut
- Summary
- What else?
- Chapter 5. Focusing on the Interesting 2D Features
- Interest points
- Feature detectors
- Feature descriptor extractors
- Descriptor matchers
- Summary
- What else?
- Chapter 6. Where's Wally? Object Detection
- Object detection
- Detecting objects with OpenCV
- Cascades are beautiful
- Latent SVM
- Scene text detection
- Summary
- What else?
- Chapter 7. What Is He Doing? Motion
- Motion history
- Reading video sequences
- The Lucas-Kanade optical flow
- The Gunnar-Farneback optical flow
- The Mean-Shift tracker
- The CamShift tracker
- The Motion templates
- The Background subtraction technique
- Image alignment
- Summary
- What else?
- Chapter 8. Advanced Topics
- Machine learning
- The KNN classifier
- The Random Forest classifier
- SVM for classification
- What about GPUs?
- Setting up OpenCV with CUDA
- Our first GPU-based program
- Going real time
- Summary
- What else?
- Index 更新時間：2021-04-02 10:03:39
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