Classifier combinations: implementations and theoretical issues

L Lam - International workshop on multiple classifier systems, 2000 - Springer
Much work has been done in the past decade to combine decisions of multiple classifiers in
order to obtain improved recognition results. Many methodologies have been designed and …

Multiple classifier combination methodologies for different output levels

CY Suen, L Lam - International workshop on multiple classifier systems, 2000 - Springer
In the past decade, many researchers have employed various methodologies to combine
decisions of multiple classifiers in order to order to improve recognition results. In this article …

Classifier combination based on confidence transformation

CL Liu - Pattern Recognition, 2005 - Elsevier
This paper investigates the effects of confidence transformation in combining multiple
classifiers using various combination rules. The combination methods were tested in …

The “test and select” approach to ensemble combination

AJC Sharkey, NE Sharkey, U Gerecke… - … Classifier Systems: First …, 2000 - Springer
The performance of neural nets can be improved through the use of ensembles of redundant
nets. In this paper, some of the available methods of ensemble creation are reviewed and …

Fusion mechanisms for human activity recognition using automated machine learning

AC Popescu, I Mocanu, B Cramariuc - IEEE Access, 2020 - ieeexplore.ieee.org
Human activity recognition has been a branch of interest in the field of computer vision for
decades, due to its numerous applications in different domains, such as medicine …

A system for processing handwritten bank checks automatically

R Palacios, A Gupta - Image and Vision Computing, 2008 - Elsevier
In the US and many other countries, bank checks are preprinted with the account number
and the check number in special ink and format; as such, these two numeric fields can be …

Handwritten bank check recognition of courtesy amounts

R Palacios, A Gupta, PS Wang - International journal of image and …, 2004 - World Scientific
In spite of rapid evolution of electronic techniques, a number of large-scale applications
continue to rely on the use of paper as the dominant medium. This is especially true for …

Confidence transformation for combining classifiers

CL Liu, H Hao, H Sako - pattern analysis and applications, 2004 - Springer
This paper investigates a number of confidence transformation methods for measurement-
level combination of classifiers. Each confidence transformation method is the combination …

[HTML][HTML] Reconnaissance d'écriture manuscrite par des techniques markoviennes: une approche bidimensionnelle et générique

S Chevalier - 2004 - hal.science
Nous présentons une approche de reconnaissance d'écriture manuscrite à partir de champs
de Markov cachés et fondée sur une analyse entièrement bidimensionnelle de l'écriture …

一种双目标排序层分类器融合方法

刘明, 袁保宗, 苗振江 - 自动化学报, 2007 - aas.net.cn
最近Melnik 提出了一种新的排序层分类器融合思想, 指出在分类器融合过程中既要调节对不同
分类器的侧重程度, 又要利用不同序号值提供的置信度信息. 但是在Melnik 提出的融合方法中 …