Registration of 3D face images of JUDeiTy3DK database using POFaceReg8 algorithm
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F62690094%3A18450%2F23%3A50020572" target="_blank" >RIV/62690094:18450/23:50020572 - isvavai.cz</a>
Result on the web
<a href="https://link.springer.com/article/10.1007/s12046-023-02225-w" target="_blank" >https://link.springer.com/article/10.1007/s12046-023-02225-w</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1007/s12046-023-02225-w" target="_blank" >10.1007/s12046-023-02225-w</a>
Alternative languages
Result language
angličtina
Original language name
Registration of 3D face images of JUDeiTy3DK database using POFaceReg8 algorithm
Original language description
The application of depth cameras for 3D visual data based measurements (VBM) is an activeresearch area. 3D face recognition is one such niche area that is drawing the attention of researchers. This paperintroduces a new 3D facial database named JUDeiTy3DK developed by a research group at Jadavpur University,Kolkata, India, using Kinect as a vision-based depth measuring instrument to capture 3D facial depth data. Thisdatabase aims to provide the research community with a new 3D face database containing various challengingsituations in the context of face recognition. This database consists of 3D face models of 200 male and femaleindividuals with various poses, facial expressions, real-world occlusions, and combinations of various poses,expressions, and occlusions we encounter daily. In addition, ground truth face images are also provided, where14 visible facial landmark points on each face are manually annotated. Also, we have formulated a new 3D faceregistration algorithm named POFaceReg8, which combines some selected features of landmark and holisticbasedalgorithms, followed by a new face recognition algorithm Diag_DCT. We have presented the registrationand recognition performance results by comparing our proposed methods with other standard state-of-the-arttechniques using pre-existing metrics.
Czech name
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Czech description
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Classification
Type
J<sub>imp</sub> - Article in a specialist periodical, which is included in the Web of Science database
CEP classification
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OECD FORD branch
10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
Result continuities
Project
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Continuities
I - Institucionalni podpora na dlouhodoby koncepcni rozvoj vyzkumne organizace
Others
Publication year
2023
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Name of the periodical
Sadhana-Academy Proceedings in Engineering Sciences
ISSN
0256-2499
e-ISSN
0973-7677
Volume of the periodical
48
Issue of the periodical within the volume
3
Country of publishing house
IN - INDIA
Number of pages
16
Pages from-to
"Article number: 158"
UT code for WoS article
001049199000004
EID of the result in the Scopus database
2-s2.0-85168310856