Imagination is a significant mental activity of human beings that can serve as a brain-computer interaction (BCI) paradigm, and visual imagery (VI) has become a relatively new BCI paradigm. VI is the ...

Although many learning-based approaches have been proposed for texture analysis showing promising results, they use large and complex architectures and suffer from limited data availability for ...