Featured Computer Vision Machine Learning Others

Gabor Surface Feature

A face recognition framework with Gabor Surface Feature

Environment Matlab
Discription Contains face alignment, illumination normalization, feature extraction, dimension reduction and classification. A implementation of our paper “Gabor Surface Feature for face recognition”.
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image mosaic

Automatic image mosaic using SIFT, RANSAC and homography

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Stereo Vision and 3D reconstr

Binocular Stereo Vision and 3D reconstruction

Environment C++, OpenCV, OpenGL
Discription A class project. The SURF feature and the block matching algorithm in OpenCV were used to find corresponding feature points; Delaunay triangulation was performed; 3D coordinates were computed; Finally the textures in 3D objects were rendered using OpenGL.
code (Chinese)
RANSAC

RANSAC algorithm with example of finding homography

Discription RANdom SAmple Consensus algorithm for 2D line fitting or for general purposes. An example (finding a homography between 2 images) is provided.
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image blending with image pyramid

Image pyramid (Gaussian and Laplacian)

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Lucas-Kanade tracker with pyramid and iteration

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Auto image collaging (自动图片拼贴)

CSDN

Image collaged from characters (自动文字图片拼贴)

CSDN

Corner detection using SUSAN operator

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Fast Gabor filtering with FFT

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