vendor: OpenCV 5.0.0 snapshot at 755e50675d97db9b7d449d8bd6b09888646f6c6e
This commit is contained in:
@@ -0,0 +1,75 @@
|
||||
Face module changelog {#face_changelog}
|
||||
=====================
|
||||
|
||||
Release 0.05
|
||||
------------
|
||||
|
||||
This library is now included in the official OpenCV distribution (from 2.4 on). The
|
||||
cv::FaceRecognizer is now an Algorithm, which better fits into the overall OpenCV API.
|
||||
|
||||
To reduce the confusion on user side and minimize my work, libfacerec and OpenCV have been
|
||||
synchronized and are now based on the same interfaces and implementation.
|
||||
|
||||
The library now has an extensive documentation:
|
||||
|
||||
- The API is explained in detail and with a lot of code examples.
|
||||
- The face recognition guide I had written for Python and GNU Octave/MATLAB has been adapted to
|
||||
the new OpenCV C++ cv::FaceRecognizer.
|
||||
- A tutorial for gender classification with Fisherfaces.
|
||||
- A tutorial for face recognition in videos (e.g. webcam).
|
||||
|
||||
### Release highlights
|
||||
|
||||
- There are no single highlights to pick from, this release is a highlight itself.
|
||||
|
||||
Release 0.04
|
||||
------------
|
||||
|
||||
This version is fully Windows-compatible and works with OpenCV 2.3.1. Several bugfixes, but none
|
||||
influenced the recognition rate.
|
||||
|
||||
### Release highlights
|
||||
|
||||
- A whole lot of exceptions with meaningful error messages.
|
||||
- A tutorial for Windows users:
|
||||
[<http://bytefish.de/blog/opencv_visual_studio_and_libfacerec>](http://bytefish.de/blog/opencv_visual_studio_and_libfacerec)
|
||||
|
||||
Release 0.03
|
||||
------------
|
||||
|
||||
Reworked the library to provide separate implementations in cpp files, because it's the preferred
|
||||
way of contributing OpenCV libraries. This means the library is not header-only anymore. Slight API
|
||||
changes were done, please see the documentation for details.
|
||||
|
||||
### Release highlights
|
||||
|
||||
- New Unit Tests (for LBP Histograms) make the library more robust.
|
||||
- Added more documentation.
|
||||
|
||||
Release 0.02
|
||||
------------
|
||||
|
||||
Reworked the library to provide separate implementations in cpp files, because it's the preferred
|
||||
way of contributing OpenCV libraries. This means the library is not header-only anymore. Slight API
|
||||
changes were done, please see the documentation for details.
|
||||
|
||||
### Release highlights
|
||||
|
||||
- New Unit Tests (for LBP Histograms) make the library more robust.
|
||||
- Added a documentation and changelog in reStructuredText.
|
||||
|
||||
Release 0.01
|
||||
------------
|
||||
|
||||
Initial release as header-only library.
|
||||
|
||||
### Release highlights
|
||||
|
||||
- Colormaps for OpenCV to enhance the visualization.
|
||||
- Face Recognition algorithms implemented:
|
||||
- Eigenfaces @cite TP91
|
||||
- Fisherfaces @cite BHK97
|
||||
- Local Binary Patterns Histograms @cite AHP04
|
||||
- Added persistence facilities to store the models with a common API.
|
||||
- Unit Tests (using [gtest](http://code.google.com/p/googletest/)).
|
||||
- Providing a CMakeLists.txt to enable easy cross-platform building.
|
||||
@@ -0,0 +1,170 @@
|
||||
@incollection{AHP04,
|
||||
title={Face recognition with local binary patterns},
|
||||
author={Ahonen, Timo and Hadid, Abdenour and Pietik{\"a}inen, Matti},
|
||||
booktitle={Computer vision-eccv 2004},
|
||||
pages={469--481},
|
||||
year={2004},
|
||||
publisher={Springer}
|
||||
}
|
||||
|
||||
@article{BHK97,
|
||||
title={Eigenfaces vs. fisherfaces: Recognition using class specific linear projection},
|
||||
author={Belhumeur, Peter N. and Hespanha, Jo{\~a}o P and Kriegman, David},
|
||||
journal={Pattern Analysis and Machine Intelligence, IEEE Transactions on},
|
||||
volume={19},
|
||||
number={7},
|
||||
pages={711--720},
|
||||
year={1997},
|
||||
publisher={IEEE}
|
||||
}
|
||||
|
||||
@inproceedings{Bru92,
|
||||
title={Face recognition through geometrical features},
|
||||
author={Brunelli, Roberto and Poggio, Tomaso},
|
||||
booktitle={Computer Vision—ECCV'92},
|
||||
pages={792--800},
|
||||
year={1992},
|
||||
organization={Springer}
|
||||
}
|
||||
|
||||
@book{Duda01,
|
||||
title={Pattern classification},
|
||||
author={Duda, Richard O and Hart, Peter E and Stork, David G},
|
||||
year={2012},
|
||||
publisher={John Wiley \& Sons}
|
||||
}
|
||||
|
||||
@article{Fisher36,
|
||||
title={The use of multiple measurements in taxonomic problems},
|
||||
author={Fisher, Ronald A},
|
||||
journal={Annals of eugenics},
|
||||
volume={7},
|
||||
number={2},
|
||||
pages={179--188},
|
||||
year={1936},
|
||||
publisher={Wiley Online Library}
|
||||
}
|
||||
|
||||
@article{GBK01,
|
||||
title={From few to many: Illumination cone models for face recognition under variable lighting and pose},
|
||||
author={Georghiades, Athinodoros S. and Belhumeur, Peter N. and Kriegman, David},
|
||||
journal={Pattern Analysis and Machine Intelligence, IEEE Transactions on},
|
||||
volume={23},
|
||||
number={6},
|
||||
pages={643--660},
|
||||
year={2001},
|
||||
publisher={IEEE}
|
||||
}
|
||||
|
||||
@article{Kanade73,
|
||||
title={Picture processing system by computer complex and recognition of human faces},
|
||||
author={Kanade, Takeo},
|
||||
year={1974}
|
||||
}
|
||||
|
||||
@article{KM01,
|
||||
title={Pca versus lda},
|
||||
author={Mart{\'\i}nez, Aleix M and Kak, Avinash C},
|
||||
journal={Pattern Analysis and Machine Intelligence, IEEE Transactions on},
|
||||
volume={23},
|
||||
number={2},
|
||||
pages={228--233},
|
||||
year={2001},
|
||||
publisher={IEEE}
|
||||
}
|
||||
|
||||
@article{Lee05,
|
||||
title={Acquiring linear subspaces for face recognition under variable lighting},
|
||||
author={Lee, Kuang-Chih and Ho, Jeffrey and Kriegman, David},
|
||||
journal={Pattern Analysis and Machine Intelligence, IEEE Transactions on},
|
||||
volume={27},
|
||||
number={5},
|
||||
pages={684--698},
|
||||
year={2005},
|
||||
publisher={IEEE}
|
||||
}
|
||||
|
||||
@incollection{Messer06,
|
||||
title={Performance characterisation of face recognition algorithms and their sensitivity to severe illumination changes},
|
||||
author={Messer, Kieron and Kittler, Josef and Short, James and Heusch, Guillaume and Cardinaux, Fabien and Marcel, Sebastien and Rodriguez, Yann and Shan, Shiguang and Su, Yu and Gao, Wen and others},
|
||||
booktitle={Advances in Biometrics},
|
||||
pages={1--11},
|
||||
year={2005},
|
||||
publisher={Springer}
|
||||
}
|
||||
|
||||
@article{RJ91,
|
||||
title={Small sample size effects in statistical pattern recognition: Recommendations for practitioners},
|
||||
author={Raudys, Sarunas J and Jain, Anil K.},
|
||||
journal={IEEE Transactions on pattern analysis and machine intelligence},
|
||||
volume={13},
|
||||
number={3},
|
||||
pages={252--264},
|
||||
year={1991},
|
||||
publisher={IEEE Computer Society}
|
||||
}
|
||||
|
||||
@article{Tan10,
|
||||
title={Enhanced local texture feature sets for face recognition under difficult lighting conditions},
|
||||
author={Tan, Xiaoyang and Triggs, Bill},
|
||||
journal={Image Processing, IEEE Transactions on},
|
||||
volume={19},
|
||||
number={6},
|
||||
pages={1635--1650},
|
||||
year={2010},
|
||||
publisher={IEEE}
|
||||
}
|
||||
|
||||
@article{TP91,
|
||||
title={Eigenfaces for recognition},
|
||||
author={Turk, Matthew and Pentland, Alex},
|
||||
journal={Journal of cognitive neuroscience},
|
||||
volume={3},
|
||||
number={1},
|
||||
pages={71--86},
|
||||
year={1991},
|
||||
publisher={MIT Press}
|
||||
}
|
||||
|
||||
@article{Tu06,
|
||||
title={Newborns' face recognition: Role of inner and outer facial features},
|
||||
author={Turati, Chiara and Macchi Cassia, Viola and Simion, Francesca and Leo, Irene},
|
||||
journal={Child development},
|
||||
volume={77},
|
||||
number={2},
|
||||
pages={297--311},
|
||||
year={2006},
|
||||
publisher={Wiley Online Library}
|
||||
}
|
||||
|
||||
@article{Wiskott97,
|
||||
title={Face recognition by elastic bunch graph matching},
|
||||
author={Wiskott, Laurenz and Fellous, J-M and Kuiger, N and Von Der Malsburg, Christoph},
|
||||
journal={Pattern Analysis and Machine Intelligence, IEEE Transactions on},
|
||||
volume={19},
|
||||
number={7},
|
||||
pages={775--779},
|
||||
year={1997},
|
||||
publisher={IEEE}
|
||||
}
|
||||
|
||||
@article{Zhao03,
|
||||
title={Face recognition: A literature survey},
|
||||
author={Zhao, Wenyi and Chellappa, Rama and Phillips, P Jonathon and Rosenfeld, Azriel},
|
||||
journal={Acm Computing Surveys (CSUR)},
|
||||
volume={35},
|
||||
number={4},
|
||||
pages={399--458},
|
||||
year={2003},
|
||||
publisher={ACM}
|
||||
}
|
||||
|
||||
@article{Savvides04,
|
||||
title={Cancelable Biometric Filters for Face Recognition},
|
||||
author={Savvides, Marios and Kumar, B. V. K. Vijaya and Khosla, P. K. },
|
||||
journal={Pattern Recognition, International Conference on, vol. 03, no. , pp. 922-925, 2004, },
|
||||
volume={03},
|
||||
pages={922-925},
|
||||
year={2004},
|
||||
publisher={IEEE}
|
||||
}
|
||||
Reference in New Issue
Block a user