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.
- 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
Last modified 14 years ago
Last modified on Jan 14, 2010, 6:15:10 PM