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PRL
2000
115views more  PRL 2000»
13 years 10 months ago
A new face detection method based on shape information
Automatic detection of human faces is one of the most dicult problems in pattern recognition. In many practical applications (e.g. personal identi
Jianguo Wang, Tieniu Tan
PRL
2000
182views more  PRL 2000»
13 years 10 months ago
Bayesian MLP neural networks for image analysis
We demonstrate the advantages of using Bayesian multi layer perceptron (MLP) neural networks for image analysis. The Bayesian approach provides consistent way to do inference by c...
Aki Vehtari, Jouko Lampinen
PRL
2000
75views more  PRL 2000»
13 years 10 months ago
Content-based query of image databases: inspirations from text retrieval
David McG. Squire, Wolfgang Müller 0002, Henn...
PRL
2000
62views more  PRL 2000»
13 years 10 months ago
Interactive initialization of the multilayer perceptron
A new multilayer preceptor initialization method is proposed and compared experimentally with a traditional random initialization method. An operator maps training-set vectors int...
Aistis Raudys
PRL
2000
95views more  PRL 2000»
13 years 10 months ago
Neural network-based fuzzy observer with application to facial analysis
Human facial wrinkles can be eectively utilized for facial analysis. It is not an easy task, however, to extract features of wrinkledness directly from a camera image of a human f...
Gyu-tae Park, Zeungnam Bien
PRL
2000
76views more  PRL 2000»
13 years 10 months ago
Road sign classification using Laplace kernel classifier
Driver support systems of intelligent vehicles will predict potentially dangerous situations in heavy traffic, help with navigation and vehicle guidance and interact with a human ...
Pavel Paclík, Jana Novovicová, Pavel...
PRL
2000
114views more  PRL 2000»
13 years 10 months ago
Active-meshes
This paper describes the implementation of an `active-mesh' that is to be automatically created and con
D. Molloy, Paul F. Whelan
PRL
2000
58views more  PRL 2000»
13 years 10 months ago
Learning mixture models using a genetic version of the EM algorithm
The need to
Aleix M. Martínez, Jordi Vitrià
PRL
2000
104views more  PRL 2000»
13 years 10 months ago
PicSOM - content-based image retrieval with self-organizing maps
We have developed a novel system for content-based image retrieval in large, unannotated databases. The system is called PicSOM, and it is based on tree structured self-organizing...
Jorma Laaksonen, Markus Koskela, Sami Laakso, Erkk...