Face identification system based on synthesizing realistic image using edge-aided GANs

J Majidpour, S Kais Jameel… - The Computer …, 2023 - academic.oup.com
Presently, facial image recognition via a thermal camera is a critical phase in numerous
fields. Systems using thermal facial images suffer from numerous problems in face …

A parametric study of deep perceptual model on visible to thermal face recognition

WT Chu, JN Wu - 2018 IEEE Visual Communications and …, 2018 - ieeexplore.ieee.org
Recently deep perceptual mapping (DPM) based on auto-encoder provides the state-the-art
thermal to visible face recognition. Features extracted from patches of a long-wave infra-red …

[图书][B] MultiMedia Modeling: 29th International Conference, MMM 2023, Bergen, Norway, January 9–12, 2023, Proceedings, Part II

DT Dang-Nguyen, C Gurrin, M Larson, AF Smeaton… - 2023 - books.google.com
The two-volume set LNCS 13833 and LNCS 13834 constitutes the proceedings of the 29th
International Conference on MultiMedia Modeling, MMM 2023, which took place in Bergen …

Thermal face recognition based on transformation by residual U-net and pixel shuffle upsampling

S Chatterjee, WT Chu - International Conference on Multimedia Modeling, 2019 - Springer
We present a thermal face recognition system that first transforms the given face in the
thermal spectrum into the visible spectrum, and then recognizes the transformed face by …

The NCKU-VTF Dataset and a Multi-scale Thermal-to-Visible Face Synthesis System

TH Ho, CY Yu, TY Ko, WT Chu - International Conference on Multimedia …, 2023 - Springer
We propose a multi-scale thermal-to-visible face synthesis system to achieve thermal face
recognition. A generative adversarial network is constructed by one generator that …

Facial image reconstruction method and system

SH Ye, CT Sun - US Patent 10,970,526, 2021 - Google Patents
In a training phase of a facial image reconstruction system, a thermal facial image is input
into a convolutional encoder and a pre-trained thermal facial recognition model for fea ture …