Abstract: Automatic segmentation of medical images is a crucial step for lesion measurement in computer-aided diagnosis. Convolutional neural networks (CNNs) and vision transformers (ViTs) are widely ...

Existing deep learning-based remote sensing images semantic segmentation methods require large-scale labeled datasets. However, the annotation of segmentation datasets is often too time-consuming and ...

Image sensors are built into every smartphone and every digital camera. They distinguish colors in a similar way to the human ...

python voxel image-segmentation centerline connectomics skeletons biomedical-image-processing skeletonization volumetric-data computer-vision-algorithms cross-section teasar medial-axis-transform ...