Age Estimation of Occluded Faces using EfficientNet-B3 CNN Model (CROSBI ID 721969)
Prilog sa skupa u zborniku | prošireni sažetak izlaganja sa skupa | međunarodna recenzija
Podaci o odgovornosti
Barčić, Ena ; Grd, Petra ; Tomičić, Igor ; Okreša Đurić, Bogdan
engleski
Age Estimation of Occluded Faces using EfficientNet-B3 CNN Model
Age estimation is an important task in different information systems’ security areas and has received a lot of research attention. Recently, SARS-CoV-2 pandemic and mask stipulations increased the difficulty of age estimation. This research gives a preliminary analysis of how wearing face masks affects the performance of age estimation systems. The EfficientNet-B3 convolutional neural network (CNN) model is used and was tested on the UTKFace, APPA-Real and FG-NET datasets.
datasets ; neural networks ; gaze detection ; text tagging
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Podaci o prilogu
95-96.
2022.
objavljeno
10.1145/3528580.3532992
Podaci o matičnoj publikaciji
EICC '22: Proceedings of the 2022 European Interdisciplinary Cybersecurity Conference
Megías , David ; Di Pietro, Roberto ; Garcia-Alfaro, Joaquin
Association for Computing Machinery (ACM)
978-1-4503-9603-5
Podaci o skupu
European Interdisciplinary Cybersecurity Conference (EICC '22)
poster
15.06.2022-16.06.2022
Barcelona, Španjolska