Multispectral Texture Benchmark
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F68407700%3A21240%2F23%3A00370130" target="_blank" >RIV/68407700:21240/23:00370130 - isvavai.cz</a>
Result on the web
<a href="https://doi.org/10.1016/j.procs.2023.10.308" target="_blank" >https://doi.org/10.1016/j.procs.2023.10.308</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1016/j.procs.2023.10.308" target="_blank" >10.1016/j.procs.2023.10.308</a>
Alternative languages
Result language
angličtina
Original language name
Multispectral Texture Benchmark
Original language description
Dozens of textural features have been published, but their realistic validation for efficient recognition applications still needs to be discovered. Textural features are derived using various approaches. We present a benchmark that can be used to evaluate these features and categorize them based on their information efficiency. We propose how the features can be benchmarked and explain different ways of measuring their properties and performance. Most textural feature-extracting algorithms are only based on information extraction from monospectral images (gray-level). Apart from native multispectral algorithms, we generalize some of these originally monospectral features for hyperspectral textures in our illustrating examples.
Czech name
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Czech description
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Classification
Type
J<sub>ost</sub> - Miscellaneous article in a specialist periodical
CEP classification
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OECD FORD branch
10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
Result continuities
Project
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Continuities
I - Institucionalni podpora na dlouhodoby koncepcni rozvoj vyzkumne organizace
Others
Publication year
2023
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Name of the periodical
Procedia Computer Science
ISSN
1877-0509
e-ISSN
1877-0509
Volume of the periodical
225
Issue of the periodical within the volume
December
Country of publishing house
NL - THE KINGDOM OF THE NETHERLANDS
Number of pages
10
Pages from-to
3143-3152
UT code for WoS article
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EID of the result in the Scopus database
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