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Mean shift pixel cluster

version 1.1 (190 KB) by

This toy code implements the classic and basic pixel clustering using mean shifts

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This is a good demo of showing how the mean shift idea works for image pixel clustering.

Comments and Ratings (9)

the code does not work properly

TDJIO

TDJIO (view profile)

Mingming

I run it in matlab 2014a by test another jpg file. The whole matlab becomes no response at all. I get no result.

Jincheng Pang

Hussein

How to use this to cluster 3D points?

i need this picture of parrot sir will u please mail this image on prabhjotsinghkohli1990@gmail.com

Nathan Orloff

I tried this code. I can't get it to work. I am getting this error.

Subscript indices must either be real positive integers or logicals.

Error in meanShiftPixCluster (line 111)
                intensityKernel = repmat( prod( reshape( weight_map(
                xDiffSq+1 ), height, width, depth) , 3 ), [1,1, depth]);

My image is a double. So grayscale.

Mohammed

Milani

Milani (view profile)

Thank you

Updates

1.1

11/30: fixed one previous bug reported by users, and added new figures to visualize differences before and after applying meanshift pixel clustering.

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MATLAB 8.0 (R2012b)

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