The FERET database and evaluation procedure for face--recognition algorithms

摘要

The Face Recognition Technology (FERET) program database is a large database of facial images, divided into development and sequestered portions. The development portion is made available to researchers, and the sequestered portion is reserved for testing face- recognition algorithms. The FERET evaluation procedure is an independently administered test of face-recognition algorithms. The test was designed to : (1) allow a direct comparison between different algorithms, (2) identity the most promising approaches, (3) assess the state of the art in face recognition, (4) identity future directions of research, and (5) advance the state of the art in face recognition.