Texture Feature Extraction using Local Binary Pattern (MATLAB)

[@arifwafi2407]

Thank you knowledge Amplifier.

[@KnowledgeAmplifier1]

You are welcome Arif Wafi! Happy Learning :-)

[@rajshreesrivastava7650]

Further how can we use LBP and HOG feature extraction together for multiples images in multiple folders / 2 folders having benign and malignant cases

[@kruthikahu904]

Undefined function or variable 'extractLBPFeatures'. lbpAreca1 = extractLBPFeatures(areca); this error is coming. What to do sir??

[@KnowledgeAmplifier1]

Because extractLBPFeatures introduced in R2015b , if you are using a older version of MATLAB, you may use the external functions (Not in Built)

[@aiesyajasni6947]

Hi, may I how can I use the histogram data obtained for training? what features or data are being extracted from the histogram

[@KnowledgeAmplifier1]

Please refer this video: Facial expression recognition based on Local Binary Patterns & SVM kzbin.info/www/bejne/m2bUiH6Dm717aM0 Happy Learning :-)

[@rajshreesrivastava7650]

Can u plz explain F= extractLBPfeatures(I)

[@KnowledgeAmplifier1]

Yes ,sure :-) extractLBPfeatures is the built-in function to extract local binary pattern (LBP) features, you can explore about this function from theis documentation-- in.mathworks.com/help/vision/ref/extractlbpfeatures.html If you want to know more about this feature , check this video-- Local Binary Pattern (Theory) kzbin.info/www/bejne/Zn7JfKivic12gqs Here is one complete project where this feature is used---- Facial expression recognition based on Local Binary Patterns & SVM kzbin.info/www/bejne/m2bUiH6Dm717aM0 And if you are python user , then you can explore this function-- scikit-image.org/docs/dev/auto_examples/features_detection/plot_local_binary_pattern.html This is very important feature if you want to play with texture part (in ML usecases) of the image. Hope this will be helpful! Happy Learning :-)