A review of synthetic image data and its use in computer vision

K Man, J Chahl - Journal of Imaging, 2022 - mdpi.com
Development of computer vision algorithms using convolutional neural networks and deep
learning has necessitated ever greater amounts of annotated and labelled data to produce …

Artic GAN: A recursive text-image-conditioned GAN

E Alati, CA Caracciolo, M Costa, M Sanzari, P Russo… - Electronics, 2022 - mdpi.com
Generative Adversarial Networks have recently demonstrated the capability to synthesize
photo-realistic real-world images. However, they still struggle to offer high controllability of …

ARDA‐UNIT recurrent dense self‐attention block with adaptive feature fusion for unpaired (unsupervised) image‐to‐image translation

FM Ghombavani, MJ Fadaeieslam… - IET Image …, 2023 - Wiley Online Library
One of the most challenging topics in artificial intelligence is image‐to‐image translation, the
purpose of which is generating images close to those in the target domain while preserving …

Exploring Latent Dimensions of Crowd-sourced Creativity

U Kocasari, A Bag, E Atici, P Yanardag - arXiv preprint arXiv:2112.06978, 2021 - arxiv.org
Recently, the discovery of interpretable directions in the latent spaces of pre-trained GANs
has become a popular topic. While existing works mostly consider directions for semantic …

Denoising in Image-to-Image translation using Generative adversarial Network based on Wavelet transform

F Maghsoudi Ghombavani… - Journal of Machine …, 2023 - jmvip.sinaweb.net
The image-to-image translation is one of the most challenging topics in artificial intelligence,
which has recently made significant progress with the use of generative adversarial …

حذف نویز در انتقال محتوای تصویر به تصویر با استفاده از شبکه مولدتخاصمی مبتنی بر تبدیل موجک

مقصودی قمبوانی, فرزانه, فدایی اسلام… - مجله بینایی ماشین و …, 2023‎ - jmvip.sinaweb.net
یکی از چالش برانگیزترین موضوعات در هوش مصنوعی انتقال محتوای تصویر به تصویر است، که
اخیراً با استفاده از شبکه‌های مولدتخاصمی پیشرفت چشمگیری نموده است. بااین‌حال، روش‌های موجود …

The Harmful Impact of Fake Images in Local Societies: A Case Study and the Path to Regulation

N Khalifa, M Anjum, ZJ Qu - Journal of Artificial Intelligence …, 2024 - ojs.boulibrary.com
In recent years, the proliferation of artificial intelligence (AI) technology has brought
unprecedented advancements and opportunities. However, it has also given rise to …