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   Articles with "interactive segmentation" as a keyword



An efficient interactive segmentation framework for medical images without pre-training.

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recommendations! Published in 2022 at "Medical physics"

DOI: 10.1002/mp.16120

Abstract: BACKGROUND AND PURPOSE Accurate and efficient medical image segmentation plays an important role in subsequent clinical applications such as diagnosis and surgical planning. This paper proposes an efficient interactive framework based on a graph convolutional… read more here.

Keywords: efficient interactive; framework; medical image; segmentation ... See more keywords

Parallel Processing of Image Databases for Accelerated Morphological Analysis

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recommendations! Published in 2024 at "Nuclear Science and Engineering"

DOI: 10.1080/00295639.2023.2287802

Abstract: Abstract Nuclear forensics relies on different signatures to identify the source of nuclear material. Such signatures include crystalline structure, chemical composition, and particle morphology. One way to quantify morphology in electron microscope imagery is through… read more here.

Keywords: image; segmentation; user input; interactive segmentation ... See more keywords

Faster Interactive Segmentation of Identical-Class Objects With One Mask in High-Resolution Remotely Sensed Imagery

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recommendations! Published in 2025 at "IEEE Transactions on Geoscience and Remote Sensing"

DOI: 10.1109/tgrs.2024.3520360

Abstract: Interactive segmentation (IS) using minimal prompts like points and bounding boxes facilitates rapid image annotation, which is crucial for enhancing data-driven deep learning methods. Traditional IS methods, however, process only one target per interaction, leading… read more here.

Keywords: identical class; class; imagery; interactive segmentation ... See more keywords

Interactive segmentation: a scalable superpixel-based method

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recommendations! Published in 2017 at "Journal of Electronic Imaging"

DOI: 10.1117/1.jei.26.6.061606

Abstract: Abstract. This paper addresses the problem of interactive multiclass segmentation of images. We propose a fast and efficient new interactive segmentation method called superpixel α fusion (SαF). From a few strokes drawn by a user… read more here.

Keywords: interactive segmentation; segmentation; based method; superpixel based ... See more keywords