Cloud-computing based system for analysis of 3D facial data

a 2015

Cloud-computing based system for analysis of 3D facial data

CHALÁS, Igor, Ľuboš KOHÚT, Zuzana FERKOVÁ and Jiří SOCHOR

Basic information

Original name

Cloud-computing based system for analysis of 3D facial data

Authors

CHALÁS, Igor (703 Slovakia, guarantor, belonging to the institution), Ľuboš KOHÚT (703 Slovakia, belonging to the institution), Zuzana FERKOVÁ (203 Czech Republic, belonging to the institution) and Jiří SOCHOR (203 Czech Republic, belonging to the institution)

Edition

Abstract Book of the 7th European Academy of Forensic Science Conference, 2015

Other information

Language

English

Type of outcome

Konferenční abstrakt

Field of Study

10201 Computer sciences, information science, bioinformatics

Country of publisher

Czech Republic

Confidentiality degree

není předmětem státního či obchodního tajemství

RIV identification code

RIV/00216224:14330/15:00083736

Organization unit

Faculty of Informatics

Keywords in English

face analysis; 3D facial data; cloud-computing

Abstract

V originále

Research in the field of forensic biology, anthropology, pathology and many others is highly dependent on the accessibility and/or amount of high quality data available. While working with the biometric data, such as 3D images of human faces we often encounter several law-related and security restrictions, due to sensitivity of the data. This presents several obstacles when accessing the data. We propose a novel system allowing analysis of large dataset of 3D facial images to general public, while maintaining high security standards. The system is realized by connecting The FIDENTIS Analyst software with The FIDENTIS 3D Face Database, performing the bulk of computations on server side. The FIDENTIS Analyst enables a variety of 3D facial morphological analyses designed for forensic purposes, such as 3D facial composite construction, automated landmark localization, face-to-face comparison and analysis of facial morphological variation via batch processing. The FIDENTIS 3D Face Database represents one of the largest-numbered datasets of 3D facial scans with more than 2000 individuals. The system makes data processing available to the user without accessing the data itself, moreover it allows for simplified collaboration among research teams. Thanks to our cloud-computing based system we allow users to utilize the database taking into account the permissions of the user. As most computations are performed on the server side, analysis does not impose special requirements on user’s hardware even for more complex datasets. With this model of computation we are able to provide high security of the process, which is important for 3D facial images. The system offers new way of accessing the biometric data for research in forensic science.

Citovat

CHALÁS, Igor, Ľuboš KOHÚT, Zuzana FERKOVÁ and Jiří SOCHOR. Cloud-computing based system for analysis of 3D facial data. In Abstract Book of the 7th European Academy of Forensic Science Conference. 2015.

@proceedings{1310312,
   author = {Chalás, Igor and Kohút, Ľuboš and Ferková, Zuzana and Sochor, Jiří},
   booktitle = {Abstract Book of the 7th European Academy of Forensic Science Conference},
   keywords = {face analysis; 3D facial data; cloud-computing},
   language = {eng},
   title = {Cloud-computing based system for analysis of 3D facial data},
   year = {2015}
}

TY  - CONF
ID  - 1310312
AU  - Chalás, Igor - Kohút, Ľuboš - Ferková, Zuzana - Sochor, Jiří
PY  - 2015
TI  - Cloud-computing based system for analysis of 3D facial data
KW  - face analysis
KW  - 3D facial data
KW  - cloud-computing
N2  - Research in the field of forensic biology, anthropology, pathology and many others is highly dependent on the accessibility and/or amount of high quality data available. While working with the biometric data, such as 3D images of human faces we often encounter several law-related and security restrictions, due to sensitivity of the data. This presents several obstacles when accessing the data. We propose a novel system allowing analysis of large dataset of 3D facial images to general public, while maintaining high security standards. The system is realized by connecting The FIDENTIS Analyst software with The FIDENTIS 3D Face Database, performing the bulk of computations on server side. The FIDENTIS Analyst enables a variety of 3D facial morphological analyses designed for forensic purposes, such as 3D facial composite construction, automated landmark localization, face-to-face comparison and analysis of facial morphological variation via batch processing. The FIDENTIS 3D Face Database represents one of the largest-numbered datasets of 3D facial scans with more than 2000 individuals. The system makes data processing available to the user without accessing the data itself, moreover it allows for simplified collaboration among research teams. Thanks to our cloud-computing based system we allow users to utilize the database taking into account the permissions of the user. As most computations are performed on the server side, analysis does not impose special requirements on user’s hardware even for more complex datasets. With this model of computation we are able to provide high security of the process, which is important for 3D facial images. The system offers new way of accessing the biometric data for research in forensic science.
ER  -

CHALÁS, Igor, Ľuboš KOHÚT, Zuzana FERKOVÁ and Jiří SOCHOR. Cloud-computing based system for analysis of 3D facial data. In \textit{Abstract Book of the 7th European Academy of Forensic Science Conference}. 2015.

Detailed Information on Publication Record