Effects of Face Image Degradation on Recognition with Vision Transformers: Review and Case Study-Reference-Cited by-同舟云学术

Effects of Face Image Degradation on Recognition with Vision Transformers: Review and Case Study

Published:2023-09-13 Issue: Volume: Page:
ISSN:
Container-title:2023 3rd International Conference on Computing and Information Technology (ICCIT)
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Author:

Al-Otaiby Nehal¹,El-Alfy El-Sayed M.²

Affiliation:

1. King Fahd University of Petroleum and Minerals (KFUPM),Information and Computer Science Department,Dhahran,Saudi Arabia,31261

2. SDAIA-KFUPM Joint Research Center for Artificial Intelligence (JRC-AI) KFUPM Interdisciplinary Research Center for Intelligent Secure Systems (IRC-ISS) King Fahd University of Petroleum and Minerals (KFUPM),Information and Computer Science Department Fellow,Dhahran,Saudi Arabia,31261

Publisher

IEEE

Link

http://xplorestaging.ieee.org/ielx7/10273859/10273869/10273970.pdf?arnumber=10273970

Reference34 articles.

1. Survey of Face Detection on Low-Quality Images

2. A Study and Comparison of Human and Deep Learning Recognition Performance under Visual Distortions

3. A Study of the Effects of Gaussian Noise on Image Features

4. Residual vs. Inception vs. Classical Networks for Low-Resolution Face Recognition

5. What Is the Challenge for Deep Learning in Unconstrained Face Recognition?

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1. A Dual Approach with CycleGANs-based Face Reconstruction and ViT-based Classification;2024 IEEE 7th International Conference on Advanced Technologies, Signal and Image Processing (ATSIP);2024-07-11

2. Analyzing the Effect of Combined Degradations on Face Recognition;2024 IEEE 18th International Conference on Automatic Face and Gesture Recognition (FG);2024-05-27