Nature

Few-shot learning for classification of SEM images from green-synthesized nanoparticles of Momordica cymbalaria

Evaluation of the proposed FSL method (Prototype + Mahalanobis + KMeans + Episodic Training) for SEM image classification by t-SNE plots, ablation study and paired t-test. Mahalanobis Distance: It is ...
Nature

Few-shot concealed object detection in sub-THz security images using improved pseudo-annotations

In this research, we explore the few-shot object detection application for identifying concealed objects in sub-terahertz security images, using fine-tuning based frameworks. To adapt these machine ...