Matches in SemOpenAlex for { <https://semopenalex.org/work/W2979853669> ?p ?o ?g. }
Showing items 1 to 75 of
75
with 100 items per page.
- W2979853669 endingPage "301" @default.
- W2979853669 startingPage "293" @default.
- W2979853669 abstract "Accurate detection of abnormal regions in Wireless Capsule Endoscopy (WCE) images is crucial for early intestine cancer diagnosis and treatment, while it still remains challenging due to the relatively low contrasts and ambiguous boundaries between abnormalities and normal regions. Additionally, the huge intra-class variances, alone with the high degree of visual similarities shared by inter-class abnormalities prevent the network from robust classification. To tackle these dilemmas, we propose an Adaptive Abnormal-aware Attention Network (Triple ANet) with Adaptive Dense Block (ADB) and Abnormal-aware Attention Module (AAM) for automatic WCE image analysis. ADB is designed to assign one attention score for each dense connection in dense blocks and to enhance useful features, while AAM aims to adaptively adjust the respective field according to the abnormal regions and help pay attention to abnormalities. Moreover, we propose a novel Angular Contrastive loss (AC Loss) to reduce the intra-class variances and enlarge the inter-class differences effectively. Our methods achieved 89.41% overall accuracy and showed better performance compared with state-of-the-art WCE image classification methods. The source code is available at https://github.com/Guo-Xiaoqing/Triple-ANet ." @default.
- W2979853669 created "2019-10-18" @default.
- W2979853669 creator A5059247334 @default.
- W2979853669 creator A5073968803 @default.
- W2979853669 date "2019-01-01" @default.
- W2979853669 modified "2023-10-13" @default.
- W2979853669 title "Triple ANet: Adaptive Abnormal-aware Attention Network for WCE Image Classification" @default.
- W2979853669 cites W2493108192 @default.
- W2979853669 cites W2533853894 @default.
- W2979853669 cites W2620841913 @default.
- W2979853669 cites W2883401790 @default.
- W2979853669 cites W2892362405 @default.
- W2979853669 cites W2963091558 @default.
- W2979853669 cites W2963446712 @default.
- W2979853669 cites W2969985801 @default.
- W2979853669 doi "https://doi.org/10.1007/978-3-030-32239-7_33" @default.
- W2979853669 hasPublicationYear "2019" @default.
- W2979853669 type Work @default.
- W2979853669 sameAs 2979853669 @default.
- W2979853669 citedByCount "26" @default.
- W2979853669 countsByYear W29798536692019 @default.
- W2979853669 countsByYear W29798536692020 @default.
- W2979853669 countsByYear W29798536692021 @default.
- W2979853669 countsByYear W29798536692022 @default.
- W2979853669 countsByYear W29798536692023 @default.
- W2979853669 crossrefType "book-chapter" @default.
- W2979853669 hasAuthorship W2979853669A5059247334 @default.
- W2979853669 hasAuthorship W2979853669A5073968803 @default.
- W2979853669 hasConcept C111919701 @default.
- W2979853669 hasConcept C115961682 @default.
- W2979853669 hasConcept C153180895 @default.
- W2979853669 hasConcept C154945302 @default.
- W2979853669 hasConcept C177264268 @default.
- W2979853669 hasConcept C199360897 @default.
- W2979853669 hasConcept C2524010 @default.
- W2979853669 hasConcept C2776760102 @default.
- W2979853669 hasConcept C2777210771 @default.
- W2979853669 hasConcept C2777212361 @default.
- W2979853669 hasConcept C31972630 @default.
- W2979853669 hasConcept C33923547 @default.
- W2979853669 hasConcept C41008148 @default.
- W2979853669 hasConcept C43126263 @default.
- W2979853669 hasConceptScore W2979853669C111919701 @default.
- W2979853669 hasConceptScore W2979853669C115961682 @default.
- W2979853669 hasConceptScore W2979853669C153180895 @default.
- W2979853669 hasConceptScore W2979853669C154945302 @default.
- W2979853669 hasConceptScore W2979853669C177264268 @default.
- W2979853669 hasConceptScore W2979853669C199360897 @default.
- W2979853669 hasConceptScore W2979853669C2524010 @default.
- W2979853669 hasConceptScore W2979853669C2776760102 @default.
- W2979853669 hasConceptScore W2979853669C2777210771 @default.
- W2979853669 hasConceptScore W2979853669C2777212361 @default.
- W2979853669 hasConceptScore W2979853669C31972630 @default.
- W2979853669 hasConceptScore W2979853669C33923547 @default.
- W2979853669 hasConceptScore W2979853669C41008148 @default.
- W2979853669 hasConceptScore W2979853669C43126263 @default.
- W2979853669 hasLocation W29798536691 @default.
- W2979853669 hasOpenAccess W2979853669 @default.
- W2979853669 hasPrimaryLocation W29798536691 @default.
- W2979853669 hasRelatedWork W144832045 @default.
- W2979853669 hasRelatedWork W1979328687 @default.
- W2979853669 hasRelatedWork W2003949892 @default.
- W2979853669 hasRelatedWork W2034641747 @default.
- W2979853669 hasRelatedWork W2132049714 @default.
- W2979853669 hasRelatedWork W2368454205 @default.
- W2979853669 hasRelatedWork W2372403409 @default.
- W2979853669 hasRelatedWork W3081644756 @default.
- W2979853669 hasRelatedWork W4242726756 @default.
- W2979853669 hasRelatedWork W4312518048 @default.
- W2979853669 isParatext "false" @default.
- W2979853669 isRetracted "false" @default.
- W2979853669 magId "2979853669" @default.
- W2979853669 workType "book-chapter" @default.