Deep learning-based face super-resolution: A survey

J Jiang, C Wang, X Liu, J Ma - ACM Computing Surveys (CSUR), 2021 - dl.acm.org
Face super-resolution (FSR), also known as face hallucination, which is aimed at enhancing
the resolution of low-resolution (LR) face images to generate high-resolution face images, is …

Person de-Identification: A Comprehensive Review of Methods, Datasets, Applications, and Ethical Aspects Along-With New Dimensions

W Khan, L Topham, U Khayam… - … and Identity Science, 2024 - ieeexplore.ieee.org
Person de-identification has become a challenging problem that is receiving substantial
attention because of the growing demand for privacy protection and related regulations. In …

2-D canonical correlation analysis based image super-resolution scheme for facial emotion recognition

Z Ullah, L Qi, D Binu, BR Rajakumar… - Multimedia Tools and …, 2022 - Springer
In this research work, a new Image super-resolution-based Face Emotion Recognition
Model has been introduced. The proposed work includes two major phases:(a) Facial image …

Latent vector prototypes guided conditional face synthesis

Q Wei, X Yang, T Sang, H Wang… - … on Image Processing …, 2022 - ieeexplore.ieee.org
Recent advances in deep neural networks, especially in generative adversarial networks
(GAN), have shown remarkable progress in face image generations. However, most of the …

A Review on Image Super-Resolution Using GAN

A Sharma, B Shrivastava, S Gautam - Meta-Learning Frameworks for …, 2023 - igi-global.com
This study focuses on the utilization of generative adversarial networks (GANs) for
generating high-resolution facial images from low-resolution inputs, which is vital for …

Comparative Analysis of Face Recognition Methods Based on Machine Learning

S Jain, V Chaudhari, R Chaudhari, T Chavan… - Available at SSRN … - papers.ssrn.com
Face recognition is crucial for identity verification. Face recognition technology has evolved
significantly in terms of precision while retaining its usefulness. Face recognition is used for …