Jul 25, 2024 · We propose a novel registration-based prompt engineering framework for medical image segmentation using SAM.

Oct 5, 2024 · This strategy, requiring as few as five reference images with defined point prompts, effectively prompts SAM for inference on new images, ...

Jul 25, 2024 · The recently proposed Segment Anything Model (SAM) is a general tool for image segmentation, but it requires additional adaptation and ...

This strategy, requiring only five reference images with defined point prompts, effectively prompts SAM for inference on new images, without needing any ...

Segmentation by registration-enabled SAM prompt engineering using five reference images · 1 Mechanical Engineering Department, University College London, London, ...

The algorithm is based on image segmentation in OpenCV C ++ using the Canny detector, for which its parameters are selected. The first group of parameters ...

Jul 25, 2024 · The key idea is to use 5 reference images to help guide the prompts (instructions) given to the SAM, with the goal of improving the accuracy of ...

Jul 26, 2024 · Segmentation by registration-enabled SAM prompt engineering using five reference images. https://arxiv.org/abs/2407.17933.

Segmentation by registration-enabled SAM prompt engineering using five reference images ... This approach utilises established image registration algorithms to ...

10 hours ago · Segmentation by Registration-Enabled SAM Prompt Engineering Using Five Reference Images. Biomedical Image Registration. Abstract. The recently ...