LOSIB (Local Oriented Statistics Information Booster) for texture retrieval
Function for texture retrieval very useful in combination with other descriptors such as LBP, Wavelet features, etc.
This zip contains two .m files: 1. getLosib.m (LOSIB method function) 2. LOSIBExample.m (Example of usage) and three test images test[1:3].jpg
If you use this code, please cite us:
García-Olalla, O., E. Alegre, L. Fernández-Robles, and V. González-Castro, "Local Oriented Statistics Information Booster (LOSIB) for Texture Classification", International Conference on Pattern Recognition (ICPR), Stockholm, Sweden, 2014
For any doubt, contact me at ogaro@unileon.es
Thank you.
Cite As
Oscar García-Olalla (2024). LOSIB (Local Oriented Statistics Information Booster) for texture retrieval (https://www.mathworks.com/matlabcentral/fileexchange/48587-losib-local-oriented-statistics-information-booster-for-texture-retrieval), MATLAB Central File Exchange. Retrieved .
MATLAB Release Compatibility
Platform Compatibility
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- AI and Statistics > Deep Learning Toolbox > Image Data Workflows > Pattern Recognition and Classification >
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Acknowledgements
Inspired by: Local binary patterns
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