Here the task is on learning models of human faces for recognition. In particular, Eigenface based recognition is performed here.
Following things have been executed in this project:
- Mean image and the covariance matrix of the training image set is constructed.
- Eigenface of the training set is computed.
- First 20 eigenfaces having the first 20 largest eigenvalues have been represented by the eigenvectors.
- The distance from the project test images to the projected training images is computed.
- The recognition rate using 20 Eigenfaces is computed.
For more details look into the report.