Syllabus / LearningBitByBitITPFacesLab
Download images.zip and pyfacesCmdLineVer.zip eigenface library from pyfaces: http://code.google.com/p/pyfaces/downloads/list
Extract files and read the usage instructions.
Normalize a subset of the ITP facial images converting images to grayscale and resizing to 300x250 pixels. This will be the ITP gallery. Take the same subset and distort the images to create a test or probe set. Try adding noise, distortion, changing colors, etc.
Run eigenface analysis on both the ITP and Rice face sets using the pyfaces source code. Analyze how the program does on different sets of faces and why.
Ask me for the FERET database of professional facial recognition images. Write a program to evaluate recognition accuracy on the 3 facial sets.