Example for using Bob to create three distinct face verification systems
Exemplary Face Verification Experiments Using Bob
This example demonstrates how to use Bob to build three different face verification systems. It includes examples with three different complexities:
- A simple eigenface based example
- An example using Gabor jets in a grid graph
- An example building an UBM/GMM model on top of DCT blocks.
The face verification experiments are executed on the AT&T database, which is a toy database that is perfectly useful for this example, but not to publish scientific papers. Anyways, the functionality inside this package will work with any other face verification database of Bob.
To install this package – alone or together with other Packages of Bob – please read the Installation Instructions. For Bob to be able to work properly, some dependent packages are required to be installed. Please make sure that you have read the Dependencies for your operating system.