Bob’s Gabor wavelet routines

This module contains the C++ source code and the Python bindings for classes that handle the Gabor wavelet transform and Gabor jet similarities.

If you use parts of this code in a scientific publication, please cite:

@inproceedings{guenther2012disparity,
  title = {Face Recognition with Disparity Corrected {G}abor Phase Differences},
  author = {G\"unther, Manuel and Haufe, Dennis and W\"urtz, Rolf P.},
  editor = {Villa, Alessandro E. P. and Duch, W{\l}odzis{\l}aw and \'Erdi, P\'eter and Masulli, Francesco and Palm, G\"unther},
  booktitle = {Artificial Neural Networks and Machine Learning},
  series = {Lecture Notes in Computer Science},
  volume = {7552},
  year = {2012},
  month = sep,
  pages = {411-418},
  publisher = {Springer},
  pdf = {http://publications.idiap.ch/downloads/papers/2012/Gunther_ICANN2012_2012.pdf}
}

Documentation

• Exemplary Usage
  • Gabor wavelets
  • Gabor wavelet transform
  • Gabor jet and their similarities
  • Gabor jet disparities
  • Gabor graphs
• Python API
  • List of Classes and Functions
  • Detailed Information
• C/C++ API
  • C++ API
  • C API

References

[Wiskott1997]

Laurenz Wiskott, Jean-Marc Fellous, Norbert Krueger, Christoph Von Der Malsburg. Face Recognition By Elastic Bunch Graph Matching, IEEE Transactions on Pattern Analysis and Machine Intelligence, 1997.

[Guenther2011]

Manuel Guenther. Statistical Gabor graph based techniques for the detection, recognition, classification and visualization of human faces, PhD thesis, Technical University of Ilmenau, June 2011.

[Guenther2012]

Manuel Guenther, Denis Haufe, Rolf P. Wuertz. Face recognition with disparity corrected Gabor phase differences, Artificial Neural Networks and Machine Learning, pp. 411-418, September 2012.

Indices and tables

• Index
• Module Index
• Search Page