Facial Symmetry in Robust Anthropometrics
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F67985807%3A_____%2F12%3A00356963" target="_blank" >RIV/67985807:_____/12:00356963 - isvavai.cz</a>
Result on the web
<a href="http://dx.doi.org/10.1111/j.1556-4029.2011.02000.x" target="_blank" >http://dx.doi.org/10.1111/j.1556-4029.2011.02000.x</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1111/j.1556-4029.2011.02000.x" target="_blank" >10.1111/j.1556-4029.2011.02000.x</a>
Alternative languages
Result language
angličtina
Original language name
Facial Symmetry in Robust Anthropometrics
Original language description
Image analysis methods commonly used in forensic anthropology do not have desirable robustness properties, which can be ensured by robust statistical methods. In this paper, the face localization in images is carried out by detecting symmetric areas in the images. Symmetry is measured between two neighboring rectangular areas in the images using a new robust correlation coefficient, which down-weights regions in the face violating the symmetry. Raw images of faces without usual preliminary transformations are considered. The robust correlation coefficient based on the least weighted squares regression yields very promising results also in the localization of such faces, which are not entirely symmetric. Standard methods of statistical machine learningare applied for comparison. The robust correlation analysis can be applicable to other problems of forensic anthropology.
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
BB - Applied statistics, operational research
OECD FORD branch
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Result continuities
Project
<a href="/en/project/1M06014" target="_blank" >1M06014: Centre of Biomedical Informatics</a><br>
Continuities
Z - Vyzkumny zamer (s odkazem do CEZ)
Others
Publication year
2012
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 Forensic Sciences
ISSN
0022-1198
e-ISSN
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Volume of the periodical
57
Issue of the periodical within the volume
3
Country of publishing house
US - UNITED STATES
Number of pages
8
Pages from-to
691-698
UT code for WoS article
000307011500001
EID of the result in the Scopus database
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