libfacerec is a library for face recognition in OpenCV. There are no additional dependencies to build the library. The Eigenfaces, Fisherfaces method and Local Binary Patterns Histograms (LBPH) are implemented and most parts of the library are covered by unit tests.
Issues and Feature Requests
This project now open for bug reports and feature requests. Please note: the bug tracker is not the right place to ask for implementation details or pose questions on algorithmic theory, such questions be closed.
The documentation of the library comes with an extensive API description and carefully designed tutorials. It is available in the
doc/build folder coming with this project. If you want to compile the documentation yourself, then switch to the folder
doc and run
make <target>. For the html version you would
make html and for the PDF version
make latexpdf. You'll need Sphinx for this.
Building the library with Microsoft Visual Studio 2008/2010
If you have problems with building libfacerec with Microsoft Visual Studio 2008/2010, then please read my blog post at:
- Eigenfaces (Turk, M., and Pentland, A. "Eigenfaces for recognition.". Journal of Cognitive Neuroscience 3 (1991), 71–86.)
- Fisherfaces (Belhumeur, P. N., Hespanha, J., and Kriegman, D. "Eigenfaces vs. Fisherfaces: Recognition using class specific linear projection.". IEEE Transactions on Pattern Analysis and Machine Intelligence 19, 7 (1997), 711–720.)
- Local Binary Patterns Histograms (Ahonen, T., Hadid, A., and Pietikainen, M. "Face Recognition with Local Binary Patterns.". Computer Vision - ECCV 2004 (2004), 469–481.)