About: Facial Symmetry in Robust Anthropometrics

Facets (new session)
Description
Metadata
Settings
- owl:sameAs
- Inference Rule:

About: Facial Symmetry in Robust Anthropometrics Goto Sponge NotDistinct Permalink

An Entity of Type : http://linked.opendata.cz/ontology/domain/vavai/Vysledek, within Data Space : linked.opendata.cz associated with source document(s)

Attributes	Values
rdf:type	skos:Concept http://linked.opendata.cz/ontology/domain/vavai/Vysledek
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 learning are applied for comparison. The robust correlation analysis can be applicable to other problems of forensic anthropology. 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 learning are applied for comparison. The robust correlation analysis can be applicable to other problems of forensic anthropology. (en)
Title	Facial Symmetry in Robust Anthropometrics Facial Symmetry in Robust Anthropometrics (en)
skos:prefLabel	Facial Symmetry in Robust Anthropometrics Facial Symmetry in Robust Anthropometrics (en)
skos:notation	RIV/67985807:_____/12:00356963!RIV13-AV0-67985807
http://linked.open...avai/predkladatel	Ústav informatiky AV ČR, v.v.i.
http://linked.open...avai/riv/aktivita	P Z
http://linked.open...avai/riv/aktivity	P(1M06014), Z(AV0Z10300504)
http://linked.open...iv/cisloPeriodika	3
http://linked.open...vai/riv/dodaniDat	2013
http://linked.open...aciTvurceVysledku	Kalina, Jan
http://linked.open.../riv/druhVysledku	J - Článek v odborném periodiku
http://linked.open...iv/duvernostUdaju	S - Úplné a pravdivé údaje nepodléhající ochraně podle zvláštních právních předpisů
http://linked.open...titaPredkladatele	Ústav informatiky AV ČR, v. v. i.
http://linked.open...dnocenehoVysledku	136010
http://linked.open...ai/riv/idVysledku	RIV/67985807:_____/12:00356963
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	forensic science; anthropology; robust image analysis; correlation analysis; multivariate data; classification (en)
http://linked.open.../riv/klicoveSlovo	correlation analysis robust image analysis anthropology - human skeletal remains - sex and age estimation - Middle Ages classification multivariate data forensic science
http://linked.open...odStatuVydavatele	US - Spojené státy americké
http://linked.open...ontrolniKodProRIV	[2CC1F2F2C5C7]
http://linked.open...i/riv/nazevZdroje	Journal of Forensic Sciences
http://linked.open...in/vavai/riv/obor	BB
http://linked.open...ichTvurcuVysledku	1 (xsd:int)
http://linked.open...cetTvurcuVysledku	1 (xsd:int)
http://linked.open...vavai/riv/projekt	Centre of Biomedical Informatics
http://linked.open...UplatneniVysledku	2012
http://linked.open...v/svazekPeriodika	57
http://linked.open...iv/tvurceVysledku	Kalina, Jan
http://linked.open...ain/vavai/riv/wos	000307011500001
http://linked.open...n/vavai/riv/zamer	Informatika pro informační společnost: modely, algoritmy, aplikace
issn	0022-1198
number of pages	8 (xsd:int)
http://bibframe.org/vocab/doi	10.1111/j.1556-4029.2011.02000.x
is http://linked.open...avai/riv/vysledek of	Facial Symmetry in Robust Anthropometrics

Faceted Search & Find service v1.16.118 as of Jun 21 2024

Alternative Linked Data Documents: ODE Content Formats:

RDF

ODATA

Microdata

About

OpenLink Virtuoso version 07.20.3240 as of Jun 21 2024, on Linux (x86_64-pc-linux-gnu), Single-Server Edition (126 GB total memory, 48 GB memory in use)
Data on this page belongs to its respective rights holders.
Virtuoso Faceted Browser Copyright © 2009-2024 OpenLink Software