Robust coding schemes for indexing and retrieval from large face databases

Authors
Liu, CJ Wechsler, H
Citation
Cj. Liu et H. Wechsler, Robust coding schemes for indexing and retrieval from large face databases, IEEE IM PR, 9(1), 2000, pp. 132-137
Citations number
17
Categorie Soggetti
Eletrical & Eletronics Engineeing
Journal title
IEEE TRANSACTIONS ON IMAGE PROCESSING
ISSN journal
10577149 → ACNP
Volume
9
Issue
1
Year of publication
2000
Pages
132 - 137
Database
ISI
SICI code
1057-7149(200001)9:1<132:RCSFIA>2.0.ZU;2-A
Abstract
This paper introduces two new coding schemes, the probabilistic reasoning m odels (PRM) and the enhanced FLD (Fisher linear discrimimant) models (EFM), for indexing and retrieval from large image databases with applications to face recognition. The unifying theme of the new schemes is that of lowerin g the space dimension ("data compression") subject to increased fitness for the discrimination index.