Image segmentation is the process of clustering pixels into salient image regions (i.e) regions corresponding to individual surfaces, objects or natural parts of objects. Image segmentation plays a ...

[CVPR 2025] Fine-Grained Image-Text Correspondence with Cost Aggregation for Open-Vocabulary Part Segmentation - kaist-cvml/part-catseg ...

Compared with natural image segmentation, small sample image segmentation tasks, such as medical image segmentation and defect detection, have been less studied. Recent studies made efforts on ...

The architecture integrates a frozen pre-trained LLM transformer block into a Vision Transformer, enhancing feature representation for 3D medical image segmentation through residual connections. The ...