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NIPS
2004
15 years 6 months ago
Neighbourhood Components Analysis
In this paper we propose a novel method for learning a Mahalanobis distance measure to be used in the KNN classification algorithm. The algorithm directly maximizes a stochastic v...
Jacob Goldberger, Sam T. Roweis, Geoffrey E. Hinto...
164
Voted
CAIP
2009
Springer
325views Image Analysis» more  CAIP 2009»
15 years 11 months ago
Finger-Knuckle-Print Verification Based on Band-Limited Phase-Only Correlation
This paper investigates a new automated personal authentication technique using finger-knuckle-print (FKP) imaging. First, a specific data acquisition device is developed to captur...
Lin Zhang, Lei Zhang, David Zhang
117
Voted
JCM
2007
71views more  JCM 2007»
15 years 5 months ago
Wireless Stand-alone Portable Patient Monitoring and Logging System
—In this paper, we propose a wireless stand-alone, embedded system design that integrates the monitoring of three biomedical parameters into a single personal medical device. The...
Taha Landolsi, A. R. Al-Ali, Yousef Al-Assaf
ICIP
2007
IEEE
16 years 6 months ago
Mirror-Based Multi-View Analysis of Facial Motions
We present our system for the capturing and analysis of 3D facial motion. A high speed camera is used as capture unit in combination with two surface mirrors. The mirrors provide ...
Jürgen Rurainsky, Peter Eisert
KDD
2003
ACM
99views Data Mining» more  KDD 2003»
16 years 5 months ago
Fragments of order
High-dimensional collections of 0-1 data occur in many applications. The attributes in such data sets are typically considered to be unordered. However, in many cases there is a n...
Aristides Gionis, Teija Kujala, Heikki Mannila