For Medical Image Segmentation which technique is best?

I want to do the image segmentation of a knee joint could you please guide which technique is most accurate. and also should I choose Pixel based segmentation or geometry based segmentation please share some details of the technique which is most accurate.

[Walter Roberson]

https://www.mathworks.com/matlabcentral/answers/303635-hi-everyone-i-need-some-help-i-m-working-on-glcm-texture-features-i-want-to-know-which-classifier-gi#answer_235285

Answer 1

[Constantino Carlos Reyes-Aldasoro]

I did my PhD on segmentation of the knee joint and used multiresolution texture. However, this will depend on YOUR data, I used T1, T2 MRI, if you have a different data, it may not apply. Have a look at these papers:

https://ieeexplore.ieee.org/abstract/document/4039538/

https://www.sciencedirect.com/science/article/pii/S0031320305004590

If you have problems with access try these:

http://openaccess.city.ac.uk/4313/1/ReyesAldasoro2006_BhattacharyyaSpaceFeatureSelection_PatRec_submitted.pdf

http://openaccess.city.ac.uk/4315/1/Reyes2003_VolumetricTexture_ipmi.pdf

http://openaccess.city.ac.uk/4320/1/reyes2007_VolumetricTexture_tmi_submitted.pdf

And the code is available from here:

https://uk.mathworks.com/matlabcentral/fileexchange/67931-multiresolution-texture-segmentation

https://uk.mathworks.com/matlabcentral/fileexchange/67931-multiresolution-texture-segmentation