Conditional GAN for face aging
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Published:2024
Issue:2
Volume:45
Page:469-480
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ISSN:0252-2667
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Container-title:Journal of Information and Optimization Sciences
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language:
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Short-container-title:JIOS
Author:
Bhardwaj Anil Kumar,Arora Charu,Malhotra Nisha,Malik Payal,Rehalia Arvind
Abstract
Face Ageing is a method for converting a person’s image into a certain age group. Recent research has shown that generative adversarial networks are capable of producing artificial pictures. In the paper, a conditional GAN- based model of facial ageing is proposed. Finally, a cutting-edge “Identity Preserving” optimization strategy is initiated. The suggested technique has tremendous potential, as shown by an objective analysis of the photos of aged and rejuvenated faces produced utilising cutting-edge facial recognition and age estimation technologies.
Publisher
Taru Publications