Detail výsledku

3D Face Reconstruction for Forensic Recognition - A Survey

LA CAVA, S.; ORR, G.; GOLDMANN, T.; DRAHANSKÝ, M.; MARCIALIS, G. 3D Face Reconstruction for Forensic Recognition - A Survey. In 2022 26th International Conference on Pattern Recognition (ICPR). Manhattan, New York: 2022. p. 930-937. ISBN: 978-1-6654-9062-7.
Typ
článek ve sborníku konference
Jazyk
anglicky
Autoři
La Cava Simone Maurizio
Orrù Giulia
Goldmann Tomáš, Ing., Ph.D., UITS (FIT)
Drahanský Martin, prof. Ing., Ph.D., UITS (FIT)
Marcialis Gian Luca
Abstrakt

3D face reconstruction algorithms from images and
videos are applied to many fields, from plastic surgery to the
entertainment sector, thanks to their advantageous features. How-
ever, when looking at forensic applications, 3D face reconstruction
must observe strict requirements that still make unclear its
possible role in bringing evidence to a lawsuit. Shedding some
light on this matter is the goal of the present survey, where we
start by clarifying the relation between forensic applications and
biometrics. To our knowledge, no previous work adopted this
relation to make the point on the state of the art. Therefore, we
analyzed the achievements of 3D face reconstruction algorithms
from surveillance videos and mugshot images and discussed the
current obstacles that separate 3D face reconstruction from an
active role in forensic applications

Klíčová slova

face, face recognition, 3D face reconstruction

Rok
2022
Strany
930–937
Sborník
2022 26th International Conference on Pattern Recognition (ICPR)
Konference
The 26th International Conference on Pattern Recognition
ISBN
978-1-6654-9062-7
Místo
Manhattan, New York
DOI
UT WoS
000897707600129
EID Scopus
BibTeX
@inproceedings{BUT181528,
  author="Simone Maurizio {La Cava} and Giulia {Orrù} and Tomáš {Goldmann} and Martin {Drahanský} and Gian Luca {Marcialis}",
  title="3D Face Reconstruction for Forensic Recognition - A Survey",
  booktitle="2022 26th International Conference on Pattern Recognition (ICPR)",
  year="2022",
  pages="930--937",
  address="Manhattan, New York",
  doi="10.1109/ICPR56361.2022.9956031",
  isbn="978-1-6654-9062-7"
}
Projekty
Spolehlivé, bezpečné a efektivní počítačové systémy, VUT, Vnitřní projekty VUT, FIT-S-20-6427, zahájení: 2020-03-01, ukončení: 2023-02-28, ukončen
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