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A Filter Correlation Method for Feature Selection

2014 25th International Workshop on Database and Expert Systems Applications, 2014
Biological data is undergoing exponential growth in volume and complexity. Often, the selection of biological features is a crucial step that aims to defy the curse of dimensionality to improve prediction performance in classification systems, facilitate viewing, understanding and analyzing data.
Hanen Hosni, Faouzi Mhamdi
openaire   +1 more source

The Matched-Filter Correlator

1998
As described in the previous chapter, the viability of a 64 Mbps all-digital spread-spectrum receiver hinges upon the development of a low-power matched filter correlator. In a more general light, next-generation digital communications systems will increasingly rely on digital signal processing, given the rapid advances in silicon CMOS scaling and ...
openaire   +1 more source

Fingerprint Verification Using Correlation Filters

2003
In this paper we investigate the use of correlation filters for fingerprint verification. Correlation filters have advantages such as their built-in shift invariance, closed form expressions, graceful degradation, and their ability to trade off discrimination for distortion tolerance.
Krithika Venkataramani   +1 more
openaire   +1 more source

Multiresolution correlator analysis and filter design

Applied Optics, 1996
The concept of multiresolution optical correlators is formally introduced. A mathematical analysis is performed for a generalized multiresolution correlator that emphasizes the roles of both input and filter spatial light modulator resolutions. Conditions are derived for overlapping and nonoverlapping correlation orders.
openaire   +2 more sources

Adaptive Multi-class Correlation Filters

2016
Correlation filters have attracted growing attention due to their high efficiency, which have been well studied for binary classification. However, by setting the desired output to be a fixed Gaussian function, the conventional multi-class classification based on correlation filters becomes problematic due to the under-fitting in many real-world ...
Yang, Linlin   +4 more
openaire   +2 more sources

Incoherent diffraction correlator with a holographic filter

Applied Optics, 1979
An incoherent optical method for spatial frequency filtering is considered, based on the principle of diffraction in spatial incoherent monochromatic light. Such a method is shown to be possible in an incoherent diffraction correlator with a holographic filter.
openaire   +2 more sources

Partial-Aliasing Correlation Filters

IEEE Transactions on Signal Processing, 2015
Joseph A. Fernandez   +1 more
openaire   +1 more source

Part-Based Object Tracking Using Multiple Adaptive Correlation Filters

IEEE Transactions on Instrumentation and Measurement, 2021
Pablo Barcellos, Jacob Scharcanski
exaly  

Palmprint Classification Using Multiple Advanced Correlation Filters and Palm-Specific Segmentation

IEEE Transactions on Information Forensics and Security, 2007
Marios Savvides
exaly  

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