In this paper, we propose a combined use of transformed images and vision transformer (ViT) models with secret key. We show for the first time that trained plain can be directly to encrypted on basis ViT architecture, performance is same as when using test addition, proposed scheme does not require any specially prepared data training or network modification, so it also allows us easily update ...

<span>Nowadays, with the advences in ICT and rapid development of mobile internet; media information shared on various communication networks requires existence adequate security measures. Cryptography becoming an effective way to meet these requirements for maintain confidentiality. However, communicating encrypted messages secret key exchange, which is a part complex protocol. In this p...

This paper presents a novel approach to automatic classifying and identifying of tree leaves using image segmentation fusion. With the development of mobile devices and remote access, automatic plant identification in images taken in natural scenes has received much attention. Image segmentation plays a key role in most plant identification methods, especially in complex background images. Wher...