GitHub - tvsrr/Image_colorization_using_feature_matching: We tried to use surf and gabor features to do Colorization of a gray scale image by presenting it a similar image.

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We tried to use surf and gabor features to do Colorization of a gray scale image by presenting it a similar image.

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Name		Name	Last commit message	Last commit date
Latest commit History 9 Commits
Surf		Surf
Image-colorization-Report.pdf		Image-colorization-Report.pdf
README.txt		README.txt
_config.yml		_config.yml
cas_feat_mat.m		cas_feat_mat.m
gaborFeatures.m		gaborFeatures.m
gaborFilterBank.m		gaborFilterBank.m
gray-superpix-labels.mat		gray-superpix-labels.mat
gray_gabour.mat		gray_gabour.mat
gray_surf.mat		gray_surf.mat
kmeans_reassign2.m		kmeans_reassign2.m
leopard1_mask1.bmp		leopard1_mask1.bmp
leopard2_mask1.bmp		leopard2_mask1.bmp
obj_color.mat		obj_color.mat
obj_gray.mat		obj_gray.mat
rail_gray.jpg		rail_gray.jpg
rail_rgb.jpg		rail_rgb.jpg
railmeanshift_segm.pgm		railmeanshift_segm.pgm
rgb-superpix-labels.mat		rgb-superpix-labels.mat
rgb_gabour.mat		rgb_gabour.mat
rgb_surf.mat		rgb_surf.mat
superpix.m		superpix.m
superpix_gray.m		superpix_gray.m
testlabel_color.m		testlabel_color.m

Repository files navigation

1. Gabor Feature
The superpix.m file is used to get the gabor features of rgb image.
The superpix_gray.m file is used to get the gabor features of gray image.

2. Surf Feature
The test_surf.m file in surf folder contains the function to extract
the surf features of both rgb and gray image.

3. Cascade Feature matching
The cas_feat_mat.m contains the cascade based feature matching code.

4. Mean Shift Algorithm
The k_means_reassign2.m file contains the code for k-means clustering.

testlabel_color.m contains the code with bounding box 

lbp.m contains the code for local binary pattern