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110
Voted
NECO
1998
15 years 6 days ago
1998
We describe a new method for performing a nonlinear form of Principal Component Analysis. By the use of integral operator kernel functions, we can e ciently compute principal comp...
136
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FGR
2008
IEEE
15 years 7 months ago
2008
IEEE
This paper presents a novel face representation and recognition approach. The face image is first decomposed by multi-scale and multi-orientation Gabor filters and local binary ...
117
Voted
ICAPR
2005
Springer
15 years 6 months ago
2005
Springer
Contrary to popular belief, despite decades of research in fingerprints, reliable fingerprint recognition is an open problem. Extracting features out of poor quality prints is t...
83
Voted
ICPR
2006
IEEE
16 years 1 months ago
2006
IEEE
This paper describes stochastic modeling of pencoordinate information in HMMs with structured character pattern representation (SCPR) for on-line Japanese handwriting recognition....
106
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DATAMINE
1998
15 years 6 days ago
1998
The tutorial starts with an overview of the concepts of VC dimension and structural risk minimization. We then describe linear Support Vector Machines (SVMs) for separable and non-...