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The purpose of this demo is to better understand the underlying implementation of ORB.

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Build_ORB_FeatureDescriptor

The purpose of this demo is to better understand the underlying implementation of ORB.

Related theory

Oriented FAST and rotated BRIEF (ORB) is a fast robust local feature detector, first presented by Ethan Rublee et al. It can be used in computer vision tasks like object recognition or 3D reconstruction. It is based on the FAST keypoint detector and the visual descriptor BRIEF (Binary Robust Independent Elementary Features). Its aim is to provide a fast and efficient alternative to SIFT.

Additional Prerequisites for this demo

Besides,to build this project, you need the followings:

OpenCV
Use OpenCV to process images.

C++11 or C++0x Compiler
Use the some functionalities of C++11.

Build and Run

cd XX/XX(include computeORB.cpp ,1.png , 2.png and CMakeLists.txt)  
mkdir build  
cd build  
cmake ..  
make -j2  
./compute_Angle

Result

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The purpose of this demo is to better understand the underlying implementation of ORB.

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