Instance segmentation performance in remote sensing images (RSIs) is significantly affected by two issues: how to extract accurate boundaries of objects from remote imaging through the dynamic ...

The repository contains the source code and the report for the brain MRI tissue segmentation challenge that was held as a final project of the course of Medical image segmentation (MISA) in University ...

python deep-neural-networks deep-learning tensorflow mri medical-imaging segmentation mri-images brain-imaging brain-mri iou medical-image-processing u-net dice-coefficient mri-brain brain-mri-images ...

Accurate oral disease segmentation is a challenging task, for three major reasons: 1) The same type of oral disease has a diversity of size, color and texture; 2) The boundary between oral lesions and ...

ABSTRACT: To address the challenges of morphological irregularity and boundary ambiguity in colorectal polyp image segmentation, we propose a Dual-Decoder Pyramid Vision Transformer Network (DDPVT-Net ...