In this paper, we innovatively propose a multi-view (coronal and transverse) attention network for semi-supervised 3D cardiac image segmentation. In this way, the proposed method obtained more ...

This study explored, for the first time, the application of language-guided vision-language models (VLMs) for farmland segmentation. First, as current VLM research lacks a dedicated farmland image ...

Easy-to-use image segmentation library with awesome pre-trained model zoo, supporting wide-range of practical tasks in Semantic Segmentation, Interactive Segmentation, Panoptic Segmentation, Image ...

(1) The EHTC conducts data pre-processing before the instance segmentation network through an image super-resolution technology to resize images and optimize features that can be more easily ...

Abstract: Anatomical image ... 3D segmentation network by employing both the labeled and pseudo labeled voxels. To produce pseudo labels more accurately, we benefit from both propagation of labels (or ...