IEEE

On-the-Fly Improving Segment Anything for Medical Image Segmentation Using Auxiliary Online Learning

Abstract: The current variants of the Segment Anything Model (SAM), which include the original SAM and Medical SAM, still lack the capability to produce sufficiently accurate segmentation for medical ...
CNN

How drones and AI are protecting the Brazilian rainforest

Brazil is home to some of the planet’s largest areas of tropical forest, but they are under intense pressure. The Atlantic Forest, on the country’s eastern coast, once covered 350 million acres, but ...
IEEE

Coarse for Fine: Bounding Box Supervised Thyroid Ultrasound Image Segmentation Using Spatial Arrangement and Hierarchical Prediction Consistency

Abstract: Weakly-supervised learning methods have become increasingly attractive for medical image segmentation, but suffered from a high dependence on quantifying the pixel-wise affinities of ...
IEEE

Domain-Aware Transfer Learning With SAM-Assisted Mask R-CNN for Urban Tree Crown Delineation From UAV Orthophotos

Abstract: Accurate tree crown delineation from very high-resolution UAV orthophotos in urban areas remains challenging due to landscape complexity and the scarcity of representative annotated data.
IEEE

Tooth Enamel segmentation from dental x-ray using MASK R-CNN Algorithm

Abstract: In order to detect cavities on teeth, dentists analyse dental x-rays. Initially, dental cavities develop on the delicate surface of the teeth, known as enamel, and subsequently progress to ...