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CAIP
2005
Springer
121views Image Analysis» more  CAIP 2005»
15 years 6 months ago
Feature Space Reduction for Face Recognition with Dual Linear Discriminant Analysis
Linear Discriminant Analysis (LDA) is widely known feature extraction technique that aims at creating a feature set of enhanced discriminatory power. It was addressed by many resea...
Krzysztof Kucharski, Wladyslaw Skarbek, Miroslaw B...
103
Voted
IWBRS
2005
Springer
145views Biometrics» more  IWBRS 2005»
15 years 6 months ago
Face Authentication Using One-Class Support Vector Machines
Abstract. This paper proposes a new method for personal identity verification based the analysis of face images applying One Class Support Vector Machines. This is a recently intr...
Manuele Bicego, Enrico Grosso, Massimo Tistarelli
102
Voted
IBPRIA
2009
Springer
15 years 5 months ago
Face-to-Face Social Activity Detection Using Data Collected with a Wearable Device
In this work the feasibility of building a socially aware badge that learns from user activities is explored. A wearable multisensor device has been prototyped for collecting data ...
Pierluigi Casale, Oriol Pujol, Petia Radeva
98
Voted
FGR
2000
IEEE
158views Biometrics» more  FGR 2000»
15 years 5 months ago
Robust Face Tracking Using Color
In this paper we discuss a new robust tracking technique applied to histograms of intensity normalized color. This technique supports a video codec based on orthonormal basis codi...
Karl Schwerdt, James L. Crowley
125
Voted
FGR
1998
IEEE
165views Biometrics» more  FGR 1998»
15 years 5 months ago
Face Similarity Space as Perceived by Humans and Artificial Systems
The performance of a local feature based system, using Gabor-filters, and a global template matching based system, using a combination of PCA (Principal Component Analysis) and LD...
Peter Kalocsai, Wenyi Zhao, Egor Elagin