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Inner-Canthus Localization of Thermal Images in Face-View Invariant

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@article{IJASEIT3903,
   author = {Hurriyatul Fitriyah and Edita Rosana Widasari and Rekyan Regasari Mardi Putri},
   title = {Inner-Canthus Localization of Thermal Images in Face-View Invariant},
   journal = {International Journal on Advanced Science, Engineering and Information Technology},
   volume = {8},
   number = {6},
   year = {2018},
   pages = {2570--2576},
   keywords = {inner-canthus; thermal images; human body temperature; invariant.},
   abstract = {Inner-canthus localization has played an essential role in measuring human body temperature. This is due to the theory that human core body temperature can be measured in the inner-canthus. Such measurement is useful for mass screening since it is non-contact, non-invasive and fast. This paper presents an algorithm that has been developed to locate the inner-canthus. The algorithm proposed a robust method in various face-view, i.e., frontal, sided and tilted. The algorithm consisted of: face segmentation, determining face-orientation, rotating face into straight view, eye localization, and inner-canthus localization. The face segmentation used human temperature threshold of 34°C — the face orientation used trend line of a middle point between each most-bottom and most-top coordinates. The face rotation was based on the gradient of the trend line. Once the face is rotated, the eye location was determined using facial proportion. The inner-canthus location was determined as the highest intensities in the eye-frame. The test on 15 thermal images of faces with various view showed localization accuracy of 80% for eye-frame determination and 100% for inner-canthus localization.},
   issn = {2088-5334},
   publisher = {INSIGHT - Indonesian Society for Knowledge and Human Development},
   url = {http://ijaseit.insightsociety.org/index.php?option=com_content&view=article&id=9&Itemid=1&article_id=3903},
   doi = {10.18517/ijaseit.8.6.3903}
}

EndNote

%A Fitriyah, Hurriyatul
%A Widasari, Edita Rosana
%A Mardi Putri, Rekyan Regasari
%D 2018
%T Inner-Canthus Localization of Thermal Images in Face-View Invariant
%B 2018
%9 inner-canthus; thermal images; human body temperature; invariant.
%! Inner-Canthus Localization of Thermal Images in Face-View Invariant
%K inner-canthus; thermal images; human body temperature; invariant.
%X Inner-canthus localization has played an essential role in measuring human body temperature. This is due to the theory that human core body temperature can be measured in the inner-canthus. Such measurement is useful for mass screening since it is non-contact, non-invasive and fast. This paper presents an algorithm that has been developed to locate the inner-canthus. The algorithm proposed a robust method in various face-view, i.e., frontal, sided and tilted. The algorithm consisted of: face segmentation, determining face-orientation, rotating face into straight view, eye localization, and inner-canthus localization. The face segmentation used human temperature threshold of 34°C — the face orientation used trend line of a middle point between each most-bottom and most-top coordinates. The face rotation was based on the gradient of the trend line. Once the face is rotated, the eye location was determined using facial proportion. The inner-canthus location was determined as the highest intensities in the eye-frame. The test on 15 thermal images of faces with various view showed localization accuracy of 80% for eye-frame determination and 100% for inner-canthus localization.
%U http://ijaseit.insightsociety.org/index.php?option=com_content&view=article&id=9&Itemid=1&article_id=3903
%R doi:10.18517/ijaseit.8.6.3903
%J International Journal on Advanced Science, Engineering and Information Technology
%V 8
%N 6
%@ 2088-5334

IEEE

Hurriyatul Fitriyah,Edita Rosana Widasari and Rekyan Regasari Mardi Putri,"Inner-Canthus Localization of Thermal Images in Face-View Invariant," International Journal on Advanced Science, Engineering and Information Technology, vol. 8, no. 6, pp. 2570-2576, 2018. [Online]. Available: http://dx.doi.org/10.18517/ijaseit.8.6.3903.

RefMan/ProCite (RIS)

TY  - JOUR
AU  - Fitriyah, Hurriyatul
AU  - Widasari, Edita Rosana
AU  - Mardi Putri, Rekyan Regasari
PY  - 2018
TI  - Inner-Canthus Localization of Thermal Images in Face-View Invariant
JF  - International Journal on Advanced Science, Engineering and Information Technology; Vol. 8 (2018) No. 6
Y2  - 2018
SP  - 2570
EP  - 2576
SN  - 2088-5334
PB  - INSIGHT - Indonesian Society for Knowledge and Human Development
KW  - inner-canthus; thermal images; human body temperature; invariant.
N2  - Inner-canthus localization has played an essential role in measuring human body temperature. This is due to the theory that human core body temperature can be measured in the inner-canthus. Such measurement is useful for mass screening since it is non-contact, non-invasive and fast. This paper presents an algorithm that has been developed to locate the inner-canthus. The algorithm proposed a robust method in various face-view, i.e., frontal, sided and tilted. The algorithm consisted of: face segmentation, determining face-orientation, rotating face into straight view, eye localization, and inner-canthus localization. The face segmentation used human temperature threshold of 34°C — the face orientation used trend line of a middle point between each most-bottom and most-top coordinates. The face rotation was based on the gradient of the trend line. Once the face is rotated, the eye location was determined using facial proportion. The inner-canthus location was determined as the highest intensities in the eye-frame. The test on 15 thermal images of faces with various view showed localization accuracy of 80% for eye-frame determination and 100% for inner-canthus localization.
UR  - http://ijaseit.insightsociety.org/index.php?option=com_content&view=article&id=9&Itemid=1&article_id=3903
DO  - 10.18517/ijaseit.8.6.3903

RefWorks

RT Journal Article
ID 3903
A1 Fitriyah, Hurriyatul
A1 Widasari, Edita Rosana
A1 Mardi Putri, Rekyan Regasari
T1 Inner-Canthus Localization of Thermal Images in Face-View Invariant
JF International Journal on Advanced Science, Engineering and Information Technology
VO 8
IS 6
YR 2018
SP 2570
OP 2576
SN 2088-5334
PB INSIGHT - Indonesian Society for Knowledge and Human Development
K1 inner-canthus; thermal images; human body temperature; invariant.
AB Inner-canthus localization has played an essential role in measuring human body temperature. This is due to the theory that human core body temperature can be measured in the inner-canthus. Such measurement is useful for mass screening since it is non-contact, non-invasive and fast. This paper presents an algorithm that has been developed to locate the inner-canthus. The algorithm proposed a robust method in various face-view, i.e., frontal, sided and tilted. The algorithm consisted of: face segmentation, determining face-orientation, rotating face into straight view, eye localization, and inner-canthus localization. The face segmentation used human temperature threshold of 34°C — the face orientation used trend line of a middle point between each most-bottom and most-top coordinates. The face rotation was based on the gradient of the trend line. Once the face is rotated, the eye location was determined using facial proportion. The inner-canthus location was determined as the highest intensities in the eye-frame. The test on 15 thermal images of faces with various view showed localization accuracy of 80% for eye-frame determination and 100% for inner-canthus localization.
LK http://ijaseit.insightsociety.org/index.php?option=com_content&view=article&id=9&Itemid=1&article_id=3903
DO  - 10.18517/ijaseit.8.6.3903