An Ensemble Template Algorithm for Extracting Targets from Blurred Infrared Images
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216305%3A26220%2F14%3APU107003" target="_blank" >RIV/00216305:26220/14:PU107003 - isvavai.cz</a>
Result on the web
<a href="http://dx.doi.org/10.1016/j.ijleo.2013.07.130" target="_blank" >http://dx.doi.org/10.1016/j.ijleo.2013.07.130</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1016/j.ijleo.2013.07.130" target="_blank" >10.1016/j.ijleo.2013.07.130</a>
Alternative languages
Result language
angličtina
Original language name
An Ensemble Template Algorithm for Extracting Targets from Blurred Infrared Images
Original language description
In this paper, an ensemble template algorithm is proposed to extract targets from blurred infrared images. First, the image pixels are divided according to their grey values into three pixel sets, a target set, a background set and the third set without class label. Second, the neighbourhood statistical characteristics for each pixel are calculated as its template features. Third, ensemble detectors are designed using target pixels and background pixels based on their template features, and these ensemble detectors are used to detect the third pixel set. To evaluate the performance of the proposed extraction algorithm, this paper compares the ensemble template with other extraction algorithms using blurred infrared image of hand trace. Experimental results show that the ensemble template algorithm proposed in this paper exhibits better extraction performance.
Czech name
—
Czech description
—
Classification
Type
J<sub>imp</sub> - Article in a specialist periodical, which is included in the Web of Science database
CEP classification
—
OECD FORD branch
20201 - Electrical and electronic engineering
Result continuities
Project
—
Continuities
S - Specificky vyzkum na vysokych skolach
Others
Publication year
2014
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Name of the periodical
OPTIK
ISSN
0030-4026
e-ISSN
—
Volume of the periodical
125
Issue of the periodical within the volume
3
Country of publishing house
DE - GERMANY
Number of pages
4
Pages from-to
954-957
UT code for WoS article
000329377400013
EID of the result in the Scopus database
2-s2.0-84889091782