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