Quaternion Generative Adversarial Neural Networks and Applications to Color Image Inpainting

D Wang, D Zhu, M Zhao, Z Jia - arXiv preprint arXiv:2406.11567, 2024 - arxiv.org
Color image inpainting is a challenging task in imaging science. The existing method is
based on real operation, and the red, green and blue channels of the color image are …

Character Recognition in Byzantine Seals with Deep Neural Networks

T Rageau, L Likforman-Sulem, A Fiandrotti… - arXiv preprint arXiv …, 2024 - arxiv.org
Seals are small coin-shaped artifacts, mostly made of lead, held with strings to seal letters.
This work presents the first attempt towards automatic reading of text on Byzantine seal …

Road Crack Detection Using Quaternion Neural Networks

A Katsaliros, II Panagos, G Sfikas… - 2022 IEEE 14th Image …, 2022 - ieeexplore.ieee.org
Automatic road crack detection can play an significant role in improving driving safety.
However, a number of factors make this task challenging. Background complexity, as well as …