Mariana G. Pinho

ReScale4DL: balancing pixel and contextual information for enhanced bioimage segmentation

Abstract Deep learning is the state-of-the-art approach for bioimage segmentation. However, it presents a paradox regarding image resolution: counterintuitively, deep learning segmentation performance can improve with lower image resolutions. This phenomenon is particularly signi...