Automated facial landmark detection, comparison and
visualization

D 2015

Automated facial landmark detection, comparison and visualization

GALVÁNEK, Marek; Katarína FURMANOVÁ; Igor CHALÁS a Jiří SOCHOR

Základní údaje

Originální název

Automated facial landmark detection, comparison and visualization

Autoři

GALVÁNEK, Marek; Katarína FURMANOVÁ ; Igor CHALÁS a Jiří SOCHOR

Vydání

Bratislava, Slovakia, Proceedings of the 31st Spring Conference on Computer Graphics, od s. 7-14, 8 s. 2015

Nakladatel

ACM

Další údaje

Jazyk

angličtina

Typ výsledku

Stať ve sborníku

Obor

10201 Computer sciences, information science, bioinformatics

Stát vydavatele

Slovensko

Utajení

není předmětem státního či obchodního tajemství

Forma vydání

tištěná verze "print"

Označené pro přenos do RIV

Ano

Kód RIV

RIV/00216224:14330/15:00082916

Organizační jednotka

Fakulta informatiky

ISBN

978-1-4503-3693-2

Klíčová slova anglicky

facial landmarks;landmark detection;facial comparison;

Štítky

best2

Příznaky

Mezinárodní význam, Recenzováno

Změněno: 1. 4. 2021 11:56, RNDr. Pavel Šmerk, Ph.D.

Anotace

V originále

Anthropometric facial landmarks and their detection has wide application in anthropology and forensic science. More specifically, these landmarks play an important role in facial comparison, in the analysis of morphological changes during human growth and in searching for the variability of human faces (e.g., sexual dimorphism). The automatic extraction of landmarks is a challenging area and specific visualization methods serving for the comparison are crucial for the correct interpretation of the results. In this paper we introduce a novel system which incorporates a newly proposed algorithm for automatic landmark detection. The algorithm is based on surface curvature and symmetric profile extraction. The landmarks are then used in the Generalized Procrustes analysis for facial comparison. Our system also introduces appropriate visualization methods supporting the presentation and understandability of the results.

Citovat

GALVÁNEK, Marek; Katarína FURMANOVÁ; Igor CHALÁS a Jiří SOCHOR. Automated facial landmark detection, comparison and visualization. In Joaquim Jorge, Luis Paulo Santos, Roman Ďurikovič. Proceedings of the 31st Spring Conference on Computer Graphics. Bratislava, Slovakia: ACM, 2015, s. 7-14. ISBN 978-1-4503-3693-2. Dostupné z: https://doi.org/10.1145/2788539.2788540.

@inproceedings{1299691,
   author = {Galvánek, Marek and Furmanová, Katarína and Chalás, Igor and Sochor, Jiří},
   address = {Bratislava, Slovakia},
   booktitle = {Proceedings of the 31st Spring Conference on Computer Graphics},
   doi = {https://doi.org/10.1145/2788539.2788540},
   editor = {Joaquim Jorge, Luis Paulo Santos, Roman Ďurikovič},
   keywords = {facial landmarks;landmark detection;facial comparison;},
   howpublished = {tištěná verze "print"},
   language = {eng},
   location = {Bratislava, Slovakia},
   isbn = {978-1-4503-3693-2},
   pages = {7-14},
   publisher = {ACM},
   title = {Automated facial landmark detection, comparison and visualization},
   year = {2015}
}

TY  - CONF
ID  - 1299691
AU  - Galvánek, Marek - Furmanová, Katarína - Chalás, Igor - Sochor, Jiří
PY  - 2015
TI  - Automated facial landmark detection, comparison and visualization
PB  - ACM
CY  - Bratislava, Slovakia
SN  - 9781450336932
KW  - facial landmarks;landmark detection;facial comparison;
N2  - Anthropometric facial landmarks and their detection has wide application in anthropology and forensic science. More specifically, these landmarks play an important role in facial comparison, in the analysis of morphological changes during human growth and in searching for the variability of human faces (e.g., sexual dimorphism). The automatic extraction of landmarks is a challenging area and specific visualization methods serving for the comparison are crucial for the correct interpretation of the results. In this paper we introduce a novel system which incorporates a newly proposed algorithm for automatic landmark detection. The algorithm is based on surface curvature and symmetric profile extraction. The landmarks are then used in the Generalized Procrustes analysis for facial comparison. Our system also introduces appropriate visualization methods supporting the presentation and understandability of the results.
ER  -

GALVÁNEK, Marek; Katarína FURMANOVÁ; Igor CHALÁS a Jiří SOCHOR. Automated facial landmark detection, comparison and visualization. In Joaquim Jorge, Luis Paulo Santos, Roman Ďurikovič. \textit{Proceedings of the 31st Spring Conference on Computer Graphics}. Bratislava, Slovakia: ACM, 2015, s.~7-14. ISBN~978-1-4503-3693-2. Dostupné z: https://doi.org/10.1145/2788539.2788540.

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