Universal Image Segmentation With Efficiency

In this paper, we present UISE, a unified image segmentation framework that achieves efficient performance across various segmentation tasks, eliminating the need for multiple specialized pipelines. UISE employs dynamic convolutions between universal segmentation kernels and image feature maps, enab...

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Détails bibliographiques
Publié dans:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 47(2025), 10 vom: 06. Sept., Seite 8550-8562
Auteur principal: Hu, Jie (Auteur)
Autres auteurs: Cao, Liujuan, Jin, Xiaofeng, Zhang, Shengchuan, Ji, Rongrong
Format: Article en ligne
Langue:English
Publié: 2025
Accès à la collection:IEEE transactions on pattern analysis and machine intelligence
Sujets:Journal Article