Version 14 (modified by 14 years ago) (diff) | ,
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Programming languages, Frameworks:
- GNU C
- OpenCV
- OpenMP
- Matlab
Platform
- Linux
Work breakdown
- Adriana, Andrei Faur, Marius - implementation of face detection and recognition algorithms
- Andrei Voinescu - login & webcam capture
Structure
- Image Caption module
- input - webcam, user interface - login screen
- Face Detection module
- output - cropped, scaled, grayscale face image
- Face Recognition module
- the algorithms follow a machine learning scheme, having training & testing stages.
Evaluation
- compare serial and parallel versions using image sets from Yale Faces database and FERRET .
- analysis is made for training stages.
- performance testing is done without the webcam caption module.
- the system was tested on Ubuntu 9.10, with a modified gdm login screen.
Main page: PPPP