Evaluation of Feature Point Detection in High Dynamic Range Imagery
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216305%3A26230%2F16%3APU121557" target="_blank" >RIV/00216305:26230/16:PU121557 - isvavai.cz</a>
Result on the web
<a href="http://dx.doi.org/10.1016/j.jvcir.2016.02.007" target="_blank" >http://dx.doi.org/10.1016/j.jvcir.2016.02.007</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1016/j.jvcir.2016.02.007" target="_blank" >10.1016/j.jvcir.2016.02.007</a>
Alternative languages
Result language
angličtina
Original language name
Evaluation of Feature Point Detection in High Dynamic Range Imagery
Original language description
This paper evaluates the suitability of High Dynamic Range (HDR) imaging techniques for Feature Point (FP) detection under demanding lighting conditions. The FPs are evaluated in HDR, tone mapped HDR, and traditional Low Dynamic Range (LDR) images. Eleven global and local tone mapping operators are evaluated and six widely used FP detectors are used in the experiments (Harris, Shi-Tomasi, DoG, Fast Hessian, FAST, and BRISK). The distribution and repeatability rate of FPs are studied under changes of camera viewpoint, camera distance, and scene lighting. The results of the experiments show that current FP detectors cannot cope with HDR images well. The best contemporary solution is thus tone mapping of HDR images using a local tone mapper as a pre-processing step. Data used in the experiments is available as supplementary material: http://www.fit.vutbr.cz/~ipribyl/FPinHDR/
Czech name
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Czech description
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Classification
Type
J<sub>x</sub> - Unclassified - Peer-reviewed scientific article (Jimp, Jsc and Jost)
CEP classification
IN - Informatics
OECD FORD branch
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Result continuities
Project
Result was created during the realization of more than one project. More information in the Projects tab.
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)
Others
Publication year
2016
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Name of the periodical
JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION
ISSN
1047-3203
e-ISSN
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Volume of the periodical
38
Issue of the periodical within the volume
1
Country of publishing house
US - UNITED STATES
Number of pages
20
Pages from-to
141-160
UT code for WoS article
000377149100013
EID of the result in the Scopus database
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