Journal article

PŘIBYL Bronislav, CHALMERS Alan, ZEMČÍK Pavel, HOOBERMAN Lucy and ČADÍK Martin. Evaluation of Feature Point Detection in High Dynamic Range Imagery. Journal of Visual Communication and Image Representation. Amsterdam: Elsevier Science, 2016, vol. 38, no. 1, pp. 141-160. ISSN 1047-3203. Available from: http://dx.doi.org/10.1016/j.jvcir.2016.02.007
Publication language:english
Original title:Evaluation of Feature Point Detection in High Dynamic Range Imagery
Title (cs):Vyhodnocení detekce klíčových bodů v obrazech s vysokým dynamickým rozsahem
Pages:141-160
Place:NL
Year:2016
URL:http://dx.doi.org/10.1016/j.jvcir.2016.02.007
Journal:Journal of Visual Communication and Image Representation, Vol. 38, No. 1, Amsterdam, NL
ISSN:1047-3203
Files: 
+Type Name Title Size Last modified
iconFPDinHDRI_accepted-manuscript.pdfAccepted Manuscript6,16 MB2016-02-29 15:16:16
^ Select all
With selected:
Keywords
Feature Point Detection, Interest Point Detection, Corner Point Detection, High Dynamic Range Imagery, Repeatability Rate, Evaluation of Tone Mapping Operators
Annotation
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/

[img]
BibTeX:
@ARTICLE{
   author = {Bronislav P{\v{r}}ibyl and Alan Chalmers and Pavel
	Zem{\v{c}}{\'{i}}k and Lucy Hooberman and Martin
	{\v{C}}ad{\'{i}}k},
   title = {Evaluation of Feature Point Detection in High Dynamic Range
	Imagery},
   pages = {141--160},
   journal = {Journal of Visual Communication and Image Representation},
   volume = {38},
   number = {1},
   year = {2016},
   ISSN = {1047-3203},
   language = {english},
   url = {http://www.fit.vutbr.cz/research/view_pub.php?id=10251}
}

Your IPv4 address: 54.92.141.211
Switch to IPv6 connection

DNSSEC [dnssec]