The Local Binary Pattern (LBP) is a texture operator that is used in several different computer vision applications and implemented in a variety of platforms. When selecting a suitable LBP implementation platform, the specific application and its requirements in terms of performance, size, energy efficiency, cost and developing time has to be carefully considered.

This is a software toolbox that collects software implementations of the Local Binary Pattern operator in several platforms:

- OpenCL for CPU & GPU
- OpenCL for GPU (branchless)
- C code optimized for ARM
- OpenGL ES 2.0 shaders mobile GPUs
- C code for TI C64x DSP core (branchless)
- C code for TTA processor synthesis

If you use the code somewhere, please cite:
Bordallo López M., Nieto A., Boutellier J., Hannuksela J., and Silvén O.
"Evaluation of real-time LBP computing in multiple architectures,"
Journal of Real Time Image Processing, 2014

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Algorithms, HMI, Machine Learning, Computer Vision Libraries, Image Processing

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Additional Project Details

Programming Language

C++, C

Related Categories

C++ Algorithms, C++ HMI Software, C++ Machine Learning Software, C++ Computer Vision Libraries, C++ Image Processing Software, C Algorithms, C HMI Software, C Machine Learning Software, C Computer Vision Libraries, C Image Processing Software

Registered

2012-12-07
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