Reformulating Level Sets as Deep Recurrent Neural Network Approach to Semantic Segmentation

Variational Level Set (LS) has been a widely used method in medical segmentation. However, it is limited when dealing with multi-instance objects in the real world. In addition, its segmentation results are quite sensitive to initial settings and highly depend on the number of iterations. To address...

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Publié dans:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society. - 1992. - (2018) vom: 15. Jan.
Auteur principal: Le, T Hoang Ngan (Auteur)
Autres auteurs: Quach, Kha Gia, Luu, Khoa, Duong, Chi Nhan, Savvides, Marios
Format: Article en ligne
Langue:English
Publié: 2018
Accès à la collection:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society
Sujets:Journal Article