Data augmentation for medical imaging: A systematic literature review

F Garcea, A Serra, F Lamberti, L Morra - Computers in Biology and …, 2023 - Elsevier
Abstract Recent advances in Deep Learning have largely benefited from larger and more
diverse training sets. However, collecting large datasets for medical imaging is still a …

An overview of methods to characterize skin type: focus on visual rating scales and self-report instruments

R Oliveira, J Ferreira, LF Azevedo, IF Almeida - Cosmetics, 2023 - mdpi.com
Skin type classification is important because it provides guidance for professionals and
consumers to recommend and select the most appropriate cosmetic products and skin care …

Impact and detection of facial beautification in face recognition: An overview

C Rathgeb, A Dantcheva, C Busch - IEEE Access, 2019 - ieeexplore.ieee.org
Facial beautification induced by plastic surgery, cosmetics or retouching has the ability to
substantially alter the appearance of face images. Such types of beautification can …

FIAC-Net: Facial image attractiveness classification based on light deep convolutional neural network

JN Saeed, AM Abdulazeez… - … Conference on Computer …, 2022 - ieeexplore.ieee.org
Automatic facial beauty assessment is an emerging research area with various applications.
Modeling beauty objectively is an extremely challenging task, mainly due to the lack of a …

Self-supervised face image manipulation by conditioning GAN on face decomposition

S Karaoğlu, T Gevers - IEEE Transactions on Multimedia, 2021 - ieeexplore.ieee.org
We present a novel architecture for manipulating facial expressions, head poses, and
lighting conditions from a single monocular image. Recent methods based on Generative …

ISFB-GAN: Interpretable semantic face beautification with generative adversarial network

T Peng, M Li, F Chen, Y Xu, Y Xie, Y Sun… - Expert Systems with …, 2024 - Elsevier
Face beautification is an emerging application widely used in the entertainment industry.
Previous studies have proved that Generative Adversarial Networks (GANs) can …

Artificial intelligence in dermatology: a practical introduction to a paradigm shift

BR Eapen - Indian dermatology online journal, 2020 - journals.lww.com
Artificial Intelligence (AI) has surpassed dermatologists in skin cancer detection, but
dermatology still lags behind radiology in its broader adoption. Building and using AI …

Evaluating text-to-image generative models: An empirical study on human image synthesis

M Chen, Y Liu, J Yi, C Xu, Q Lai, H Wang… - arXiv preprint arXiv …, 2024 - arxiv.org
In this paper, we present an empirical study introducing a nuanced evaluation framework for
text-to-image (T2I) generative models, applied to human image synthesis. Our framework …

Enhancing the Aesthetics of 3D Shapes via Reference-based Editing

M Chen, M Lau - ACM Transactions on Graphics (TOG), 2024 - dl.acm.org
While there have been previous works that explored methods to enhance the aesthetics of
images, the automated beautification of 3D shapes has been limited to specific shapes such …

Facial reshaping operator for controllable face beautification

S Hu, HPH Shum, X Liang, FWB Li, N Aslam - Expert Systems with …, 2021 - Elsevier
Posting attractive facial photos is part of everyday life in the social media era. Motivated by
the demand, we propose a lightweight method to automatically and efficiently beautify the …