WangRory / opencv-tutorial

OpenCV Tutorial for C++ and python Developer

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Opencv-Tutorial

介紹 (Introduction)

• introduction
• module

下載 (Download)

• OpenCV Windows - C++、C、Python、JAVA (最新版本3.1.0、2.4.12)
• OpenCV Linux - C++、C、Python、JAVA (最新版本3.1.0、2.4.12)
• OpenCV iOS - (最新版本3.1.0、2.4.11)
• OpenCV Android - (最新版本3.1.0、2.4.11)
• JavaCV - Java
• EmguCV - C#版本(最新版本3.1.0、2.4.10)
• OpenCVSharp - C# .NET Framework(最新版本3.1.0、2.4.10)
• Adaptive Vision Studio - 以資料流程 (dataflow) 為基礎，專為機器視覺工程師的視覺環境編程軟體

安裝 (Installer)

• Install OpenCV 2.3.1 with Visual Studio 2008 on Windows
• Install OpenCV 2.4.4 with Visual Studio 2010 on Windows
• Install OpenCV 2.4.X with QT Creator on Windows
• Install OpenCV 2.4.8 with Dev-C++ 5.7.1 on Windows
• Install Python and OpenCV 3.1 on Ubuntu 14.04 64bits
• Install Python and OpenCV 3 on Raspbian Jessie
• Build OpenCV 2.4.8 Library on Windows using MinGW Compiler
• Build OpenCV 2.4.8 Static Library on Ubuntu
• Install OpenCV on Android
• Install OpenCV 3.1 with Opencv_contrib Module using CMake GUI on Windows 7

基本操作 (Base Operation)

• Basic Matrix Operation
• Convert Binary Data to OpenCV Image Format
• Mouse Control on OpenCV GUI
• OpenCV Get Pixel Value from Mat

視訊操作 (Camera Operation)

• Capture Image from Camera using OpenCV
• Set or Get Property from Camera using OpenCV
• Get a list of Camera Devices using OpenCV
• Capture Video from File using OpenCV
• Receiving RTSP stream using FFMPEG and OpenCV
• IP Camera Access using OpenCV and VLC
• Open Webcam using OpenCV on Python

影像操作 (Image Operation)

• Resize and Rotate Image using OpenCV
• Resize Image using OpenCV
• Convert Image Format between QT and OpenCV
• Translate Image Format from RealSense to OpenCV
• Histogram Calculation using OpenCV
• Extract region of interest ROI using OpenCV

色彩轉換 (Color Conversion)

• Color Conversion using OpenCV
• Skin Color Detection using OpenCV
• Skin Detection using CvAdaptiveSkinDetector on OpneCV

影像處理 (Image Processing)

• 邊緣偵測 (Edge Detection)

  • Edge Detection Algorithm using OpenCV

• 霍夫轉換 (Hough Transform)

  • Hough Line and Circle Transform using OpenCV

• 輪廓偵測 (Contours Detection)

  • Find Contours using OpenCV

• 型態學 (Morphological Transformation)

  • Morphological Dilation and Erosion using OpenCV
  • Connected Component Labeling using OpenCV

特徵擷取 (Feature Extraction)

• Calculate Integral Image using OpenCV
• HOG Feature Description using OpenCV

影像切割 (Image Segmentation)

• 門檻值過濾 (Thresholding)
  • Thresholding using OpenCV

背景相減 (Background Subtraction)

• Background Subtraction Algorithm using OpenCV
• Motion History Image

物件偵測 (Object Detection)

• 人臉偵測 (Face Detection)
  • Face Detection using OpenCV 2.X

機器學習 (Machine Learning)

• SVM using OpenCV
• Character and Text Recognition using OpenCV
• Tutorial: OpenCV haartraining (Rapid Object Detection With A Cascade of Boosted Classifiers Based on Haar-like Features)

其他 (Else)

• Extract Hand Region using Skin and Contour Detection
• Get the Gravity Center of Object
• Adjust Illuminance of Two Image from Different Camera

Video & Image Database

• Big Buck Bunny

GitHub : MarcWang/opencv-tutorial