Local Binary Patterns (LBP) and variants
Simple demo code of 3x3 local binary descriptors:
-Local Binary Pattern (LBP), Local Directional Pattern (LDP) and Local Optimal Oriented Pattern (LOOP)
(will run in most versions of MATLAB)
-when using the code, please cite:
T. Chakraborti, B. McCane, S. Mills, and U. Pal, "LOOP Descriptor: Encoding Repeated Local Patterns for Fine-grained Visual Identification of Lepidoptera", arXiv:1710.09317.
-Associated paper available at: https://arxiv.org/abs/1710.09317
(submitted to IEEE Signal Processing Letters, under review)
-Copyright 2017, Tapabrata Chakraborti, All rights reserved.
Cite As
tapabrata chakraborti (2024). Local Binary Patterns (LBP) and variants (https://github.com/tapabrata-chakraborti/LBP-LDP-LOOP), GitHub. Retrieved .
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- Image Processing and Computer Vision > Computer Vision Toolbox > Feature Detection and Extraction > Local Feature Extraction > LBP - Local Binary Patterns >
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Versions that use the GitHub default branch cannot be downloaded
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1.1.0.0 | title change |
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1.0.0.0 | further description 1 |