Matches in SemOpenAlex for { <https://semopenalex.org/work/W4295936706> ?p ?o ?g. }
Showing items 1 to 90 of
90
with 100 items per page.
- W4295936706 endingPage "713" @default.
- W4295936706 startingPage "704" @default.
- W4295936706 abstract "The goal of this paper is to interactively refine the automatic segmentation on challenging structures that fall behind human performance, either due to the scarcity of available annotations or the difficulty nature of the problem itself, for example, on segmenting cancer or small organs. Specifically, we propose a novel Transformer-based architecture for Interactive Segmentation (TIS), that treats the refinement task as a procedure for grouping pixels with similar features to those clicks given by the end users. Our proposed architecture is composed of Transformer Decoder variants, which naturally fulfills feature comparison with the attention mechanisms. In contrast to existing approaches, our proposed TIS is not limited to binary segmentations, and allows the user to edit masks for arbitrary number of categories. To validate the proposed approach, we conduct extensive experiments on three challenging datasets and demonstrate superior performance over the existing state-of-the-art methods. The project page is: https://wtliu7.github.io/tis/ ." @default.
- W4295936706 created "2022-09-16" @default.
- W4295936706 creator A5020994183 @default.
- W4295936706 creator A5021695419 @default.
- W4295936706 creator A5076097168 @default.
- W4295936706 creator A5083617730 @default.
- W4295936706 creator A5086330863 @default.
- W4295936706 date "2022-01-01" @default.
- W4295936706 modified "2023-10-15" @default.
- W4295936706 title "Transforming the Interactive Segmentation for Medical Imaging" @default.
- W4295936706 cites W1901129140 @default.
- W4295936706 cites W1903029394 @default.
- W4295936706 cites W2114487471 @default.
- W4295936706 cites W2116040950 @default.
- W4295936706 cites W2732931556 @default.
- W4295936706 cites W2769833683 @default.
- W4295936706 cites W2798769484 @default.
- W4295936706 cites W2883514733 @default.
- W4295936706 cites W3034586976 @default.
- W4295936706 cites W3112701542 @default.
- W4295936706 cites W3116982717 @default.
- W4295936706 cites W3159178846 @default.
- W4295936706 doi "https://doi.org/10.1007/978-3-031-16440-8_67" @default.
- W4295936706 hasPublicationYear "2022" @default.
- W4295936706 type Work @default.
- W4295936706 citedByCount "0" @default.
- W4295936706 crossrefType "book-chapter" @default.
- W4295936706 hasAuthorship W4295936706A5020994183 @default.
- W4295936706 hasAuthorship W4295936706A5021695419 @default.
- W4295936706 hasAuthorship W4295936706A5076097168 @default.
- W4295936706 hasAuthorship W4295936706A5083617730 @default.
- W4295936706 hasAuthorship W4295936706A5086330863 @default.
- W4295936706 hasBestOaLocation W42959367062 @default.
- W4295936706 hasConcept C123657996 @default.
- W4295936706 hasConcept C124504099 @default.
- W4295936706 hasConcept C125308379 @default.
- W4295936706 hasConcept C138885662 @default.
- W4295936706 hasConcept C142362112 @default.
- W4295936706 hasConcept C144133560 @default.
- W4295936706 hasConcept C153180895 @default.
- W4295936706 hasConcept C153349607 @default.
- W4295936706 hasConcept C154945302 @default.
- W4295936706 hasConcept C160633673 @default.
- W4295936706 hasConcept C162324750 @default.
- W4295936706 hasConcept C162853370 @default.
- W4295936706 hasConcept C187736073 @default.
- W4295936706 hasConcept C2776401178 @default.
- W4295936706 hasConcept C2780451532 @default.
- W4295936706 hasConcept C31972630 @default.
- W4295936706 hasConcept C41008148 @default.
- W4295936706 hasConcept C41895202 @default.
- W4295936706 hasConcept C89600930 @default.
- W4295936706 hasConceptScore W4295936706C123657996 @default.
- W4295936706 hasConceptScore W4295936706C124504099 @default.
- W4295936706 hasConceptScore W4295936706C125308379 @default.
- W4295936706 hasConceptScore W4295936706C138885662 @default.
- W4295936706 hasConceptScore W4295936706C142362112 @default.
- W4295936706 hasConceptScore W4295936706C144133560 @default.
- W4295936706 hasConceptScore W4295936706C153180895 @default.
- W4295936706 hasConceptScore W4295936706C153349607 @default.
- W4295936706 hasConceptScore W4295936706C154945302 @default.
- W4295936706 hasConceptScore W4295936706C160633673 @default.
- W4295936706 hasConceptScore W4295936706C162324750 @default.
- W4295936706 hasConceptScore W4295936706C162853370 @default.
- W4295936706 hasConceptScore W4295936706C187736073 @default.
- W4295936706 hasConceptScore W4295936706C2776401178 @default.
- W4295936706 hasConceptScore W4295936706C2780451532 @default.
- W4295936706 hasConceptScore W4295936706C31972630 @default.
- W4295936706 hasConceptScore W4295936706C41008148 @default.
- W4295936706 hasConceptScore W4295936706C41895202 @default.
- W4295936706 hasConceptScore W4295936706C89600930 @default.
- W4295936706 hasLocation W42959367061 @default.
- W4295936706 hasLocation W42959367062 @default.
- W4295936706 hasOpenAccess W4295936706 @default.
- W4295936706 hasPrimaryLocation W42959367061 @default.
- W4295936706 hasRelatedWork W1501331687 @default.
- W4295936706 hasRelatedWork W2045342254 @default.
- W4295936706 hasRelatedWork W2142182663 @default.
- W4295936706 hasRelatedWork W2326647871 @default.
- W4295936706 hasRelatedWork W2468652214 @default.
- W4295936706 hasRelatedWork W2501551404 @default.
- W4295936706 hasRelatedWork W2535231171 @default.
- W4295936706 hasRelatedWork W2592395359 @default.
- W4295936706 hasRelatedWork W4205247302 @default.
- W4295936706 hasRelatedWork W4255512592 @default.
- W4295936706 isParatext "false" @default.
- W4295936706 isRetracted "false" @default.
- W4295936706 workType "book-chapter" @default.