Matches in SemOpenAlex for { <https://semopenalex.org/work/W3129806918> ?p ?o ?g. }
Showing items 1 to 97 of
97
with 100 items per page.
- W3129806918 endingPage "396" @default.
- W3129806918 startingPage "380" @default.
- W3129806918 abstract "Semantic segmentation is always a key problem in remote sensing image analysis. Especially, it is very useful for city-scale vehicle detection. However, multi-object and imbalanced data classes of remote sensing images bring a huge challenge, which leads that many traditional segmentation approaches were often unsatisfactory. In this paper, we propose a novel Refined Semantic Segmentation Network (R2SN), which apply the classic encoder-to-decoder framework to handle segmentation problem. However, we add the convolution layers in encoder and decoder to make the network can achieve more local information in the training step. The design is more suitable for high-resolution remote sensing image. More specially, the classic Focal loss is introduced in this network, which can guide the model focus on the difficult objects in remote sensing images and effectively handle multi-object segmentation problem. Meanwhile, the classic Hinge loss is also utilized to increase the distinction between classes, which can guarantee the more refined segmentation results. We validate our approach on the International Society for Photogrammetry and Remote Sensing (ISPRS) semantic segmentation benchmark dataset. The evaluation and comparison results show that our method exceeds the state-of-the-art remote sensing image segmentation methods in terms of mean intersection over union (MIoU), pixel accuracy, and F1-score." @default.
- W3129806918 created "2021-03-01" @default.
- W3129806918 creator A5034734465 @default.
- W3129806918 creator A5058652390 @default.
- W3129806918 creator A5078515651 @default.
- W3129806918 creator A5090798126 @default.
- W3129806918 date "2021-01-01" @default.
- W3129806918 modified "2023-09-24" @default.
- W3129806918 title "R2SN: Refined Semantic Segmentation Network of City Remote Sensing Image" @default.
- W3129806918 cites W1901129140 @default.
- W3129806918 cites W1903029394 @default.
- W3129806918 cites W2028104478 @default.
- W3129806918 cites W2194775991 @default.
- W3129806918 cites W2293078015 @default.
- W3129806918 cites W2469938794 @default.
- W3129806918 cites W2560023338 @default.
- W3129806918 cites W2563705555 @default.
- W3129806918 cites W2594502636 @default.
- W3129806918 cites W2598666589 @default.
- W3129806918 cites W2756012011 @default.
- W3129806918 cites W2766007816 @default.
- W3129806918 cites W2799166040 @default.
- W3129806918 cites W2902190145 @default.
- W3129806918 cites W2911964244 @default.
- W3129806918 cites W2963351448 @default.
- W3129806918 cites W2963881378 @default.
- W3129806918 cites W2963890956 @default.
- W3129806918 cites W2964309882 @default.
- W3129806918 cites W2981750895 @default.
- W3129806918 cites W3007268491 @default.
- W3129806918 cites W3023254696 @default.
- W3129806918 cites W3040248848 @default.
- W3129806918 cites W4221050104 @default.
- W3129806918 doi "https://doi.org/10.1007/978-3-030-68821-9_34" @default.
- W3129806918 hasPublicationYear "2021" @default.
- W3129806918 type Work @default.
- W3129806918 sameAs 3129806918 @default.
- W3129806918 citedByCount "1" @default.
- W3129806918 countsByYear W31298069182023 @default.
- W3129806918 crossrefType "book-chapter" @default.
- W3129806918 hasAuthorship W3129806918A5034734465 @default.
- W3129806918 hasAuthorship W3129806918A5058652390 @default.
- W3129806918 hasAuthorship W3129806918A5078515651 @default.
- W3129806918 hasAuthorship W3129806918A5090798126 @default.
- W3129806918 hasConcept C111919701 @default.
- W3129806918 hasConcept C118505674 @default.
- W3129806918 hasConcept C124504099 @default.
- W3129806918 hasConcept C154945302 @default.
- W3129806918 hasConcept C185798385 @default.
- W3129806918 hasConcept C205649164 @default.
- W3129806918 hasConcept C25694479 @default.
- W3129806918 hasConcept C26517878 @default.
- W3129806918 hasConcept C31972630 @default.
- W3129806918 hasConcept C38652104 @default.
- W3129806918 hasConcept C41008148 @default.
- W3129806918 hasConcept C45347329 @default.
- W3129806918 hasConcept C50644808 @default.
- W3129806918 hasConcept C58640448 @default.
- W3129806918 hasConcept C62649853 @default.
- W3129806918 hasConcept C65885262 @default.
- W3129806918 hasConcept C89600930 @default.
- W3129806918 hasConceptScore W3129806918C111919701 @default.
- W3129806918 hasConceptScore W3129806918C118505674 @default.
- W3129806918 hasConceptScore W3129806918C124504099 @default.
- W3129806918 hasConceptScore W3129806918C154945302 @default.
- W3129806918 hasConceptScore W3129806918C185798385 @default.
- W3129806918 hasConceptScore W3129806918C205649164 @default.
- W3129806918 hasConceptScore W3129806918C25694479 @default.
- W3129806918 hasConceptScore W3129806918C26517878 @default.
- W3129806918 hasConceptScore W3129806918C31972630 @default.
- W3129806918 hasConceptScore W3129806918C38652104 @default.
- W3129806918 hasConceptScore W3129806918C41008148 @default.
- W3129806918 hasConceptScore W3129806918C45347329 @default.
- W3129806918 hasConceptScore W3129806918C50644808 @default.
- W3129806918 hasConceptScore W3129806918C58640448 @default.
- W3129806918 hasConceptScore W3129806918C62649853 @default.
- W3129806918 hasConceptScore W3129806918C65885262 @default.
- W3129806918 hasConceptScore W3129806918C89600930 @default.
- W3129806918 hasLocation W31298069181 @default.
- W3129806918 hasOpenAccess W3129806918 @default.
- W3129806918 hasPrimaryLocation W31298069181 @default.
- W3129806918 hasRelatedWork W1507266234 @default.
- W3129806918 hasRelatedWork W1669643531 @default.
- W3129806918 hasRelatedWork W2069711651 @default.
- W3129806918 hasRelatedWork W2117664411 @default.
- W3129806918 hasRelatedWork W2117933325 @default.
- W3129806918 hasRelatedWork W2171698391 @default.
- W3129806918 hasRelatedWork W2549936415 @default.
- W3129806918 hasRelatedWork W2558375057 @default.
- W3129806918 hasRelatedWork W2753540557 @default.
- W3129806918 hasRelatedWork W1967061043 @default.
- W3129806918 isParatext "false" @default.
- W3129806918 isRetracted "false" @default.
- W3129806918 magId "3129806918" @default.
- W3129806918 workType "book-chapter" @default.