Sciweavers

ICPR
2004
IEEE
14 years 10 months ago
Optimizing Nearest Neighbour in Random Subspaces using a Multi-Objective Genetic Algorithm
In this work, the authors have evaluated almost 20 millions ensembles of classifiers generated by several methods. Trying to optimize those ensembles based on the nearest neighbou...
Guillaume Tremblay, Robert Sabourin, Patrick Maupi...
ICPR
2004
IEEE
14 years 10 months ago
Spontaneous Handwriting Recognition and Classification
Finite-state models are used to implement a handwritten text recognition and classification system for a real application entailing casual, spontaneous writing with large vocabula...
Alejandro Hector Toselli, Alfons Juan, Enrique Vid...
ICPR
2004
IEEE
14 years 10 months ago
Adaptive Clustering Ensembles
Alexander P. Topchy, Behrouz Minaei-Bidgoli, Anil ...
ICPR
2004
IEEE
14 years 10 months ago
Discriminatory Power of Handwritten Words for Writer Recognition
Analysis of allographs (characters) and allograph combinations (words) is the key for the identification/verification of a writer's handwriting. While allographs are usually ...
Bin Zhang, Catalin I. Tomai, Sargur N. Srihari
ICPR
2004
IEEE
14 years 10 months ago
Detection of Artificial Structures in Natural-Scene Images Using Dynamic Trees
We seek a framework that addresses localization, detection and recognition of man-made objects in natural-scene images in a unified manner. We propose to model artificial structur...
Michael C. Nechyba, Sinisa Todorovic
ICPR
2004
IEEE
14 years 10 months ago
Optimal Inference for Hierarchical Skeleton Abstraction
Alexandru Telea, Cristian Sminchisescu, Sven J. Di...
ICPR
2004
IEEE
14 years 10 months ago
A Consistency-Based Model Selection for One-Class Classification
Model selection in unsupervised learning is a hard problem. In this paper a simple selection criterion for hyperparameters in one-class classifiers (OCCs) is proposed. It makes us...
David M. J. Tax, Klaus-Robert Müller
ICPR
2004
IEEE
14 years 10 months ago
Reconstruction of Medical Images by Perspective Shape-from-Shading
Shape-from-Shading (SfS) is a fundamental problem in Computer Vision; it is based upon the image irradiance equation. Recently, the authors proposed to solve the image irradiance ...
Ariel Tankus, Nir A. Sochen, Yehezkel Yeshurun
ICPR
2004
IEEE
14 years 10 months ago
Recognition of Unconstrained Legal Amounts Handwritten on Chinese Bank Checks
This paper presents a novel research investigation on legal amount recognition of unconstrained cursive handwritten Chinese character in the environment of A2iA CheckReaderTM ? a ...
Ching Y. Suen, Emmanuel Augustin, Hanshen Tang, Mo...