FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4384202844> ?p ?o ?g. }

• W4384202844 endingPage "3517" @default.
• W4384202844 startingPage "3517" @default.
• W4384202844 abstract "Focusing on problems of blurred detection boundary, small target miss detection, and more pseudo changes in high-resolution remote sensing image change detection, a change detection algorithm based on Siamese neural networks is proposed. Siam-FAUnet can implement end-to-end change detection tasks. Firstly, the improved VGG16 is utilized as an encoder to extract the image features. Secondly, the atrous spatial pyramid pooling module is used to increase the receptive field of the model to make full use of the global information of the image and obtain the multi-scale contextual information of the image. The flow alignment module is used to fuse the low-level features in the encoder to the decoder and solve the problem of semantic misalignment caused by the direct concatenation of features when the features are fused, so as to obtain the change region of the image. The experiments are trained and tested using publicly available CDD and SZTAKI datasets. The results show that the evaluation metrics of the Siam-FAUnet model are improved compared to the baseline model, in which the F1-score is improved by 4.00% on the CDD and by 7.32% and 2.62% on the sub-datasets of SZTAKI (SZADA and TISZADOB), respectively; compared to other state-of-the-art methods, the Siam-FAUnet model has improved in both evaluation metrics, indicating that the model has a good detection performance." @default.
• W4384202844 created "2023-07-14" @default.
• W4384202844 creator A5018741960 @default.
• W4384202844 creator A5031102018 @default.
• W4384202844 creator A5035496442 @default.
• W4384202844 creator A5035804461 @default.
• W4384202844 creator A5055327388 @default.
• W4384202844 creator A5057224008 @default.
• W4384202844 creator A5068099363 @default.
• W4384202844 creator A5080006357 @default.
• W4384202844 date "2023-07-12" @default.
• W4384202844 modified "2023-09-27" @default.
• W4384202844 title "High-Resolution Remote Sensing Image Change Detection Method Based on Improved Siamese U-Net" @default.
• W4384202844 cites W1836458662 @default.
• W4384202844 cites W1978283872 @default.
• W4384202844 cites W1994616650 @default.
• W4384202844 cites W2020141522 @default.
• W4384202844 cites W2030257787 @default.
• W4384202844 cites W2132083787 @default.
• W4384202844 cites W2154451793 @default.
• W4384202844 cites W2292984592 @default.
• W4384202844 cites W2412588858 @default.
• W4384202844 cites W2751993439 @default.
• W4384202844 cites W2763384353 @default.
• W4384202844 cites W2799213142 @default.
• W4384202844 cites W2805152403 @default.
• W4384202844 cites W2888697548 @default.
• W4384202844 cites W2894844962 @default.
• W4384202844 cites W2896365540 @default.
• W4384202844 cites W2939781831 @default.
• W4384202844 cites W2947010533 @default.
• W4384202844 cites W2951991161 @default.
• W4384202844 cites W2984954051 @default.
• W4384202844 cites W2997043451 @default.
• W4384202844 cites W3000451586 @default.
• W4384202844 cites W3004423752 @default.
• W4384202844 cites W3009942016 @default.
• W4384202844 cites W3010257550 @default.
• W4384202844 cites W3011614889 @default.
• W4384202844 cites W3015038817 @default.
• W4384202844 cites W3027201985 @default.
• W4384202844 cites W3027225766 @default.
• W4384202844 cites W3036453075 @default.
• W4384202844 cites W3040323135 @default.
• W4384202844 cites W3110440461 @default.
• W4384202844 cites W4214601273 @default.
• W4384202844 cites W4312549298 @default.
• W4384202844 cites W4312705334 @default.
• W4384202844 cites W4383117947 @default.
• W4384202844 doi "https://doi.org/10.3390/rs15143517" @default.
• W4384202844 hasPublicationYear "2023" @default.
• W4384202844 type Work @default.
• W4384202844 citedByCount "0" @default.
• W4384202844 crossrefType "journal-article" @default.
• W4384202844 hasAuthorship W4384202844A5018741960 @default.
• W4384202844 hasAuthorship W4384202844A5031102018 @default.
• W4384202844 hasAuthorship W4384202844A5035496442 @default.
• W4384202844 hasAuthorship W4384202844A5035804461 @default.
• W4384202844 hasAuthorship W4384202844A5055327388 @default.
• W4384202844 hasAuthorship W4384202844A5057224008 @default.
• W4384202844 hasAuthorship W4384202844A5068099363 @default.
• W4384202844 hasAuthorship W4384202844A5080006357 @default.
• W4384202844 hasBestOaLocation W43842028441 @default.
• W4384202844 hasConcept C111919701 @default.
• W4384202844 hasConcept C115961682 @default.
• W4384202844 hasConcept C118505674 @default.
• W4384202844 hasConcept C119599485 @default.
• W4384202844 hasConcept C127413603 @default.
• W4384202844 hasConcept C141353440 @default.
• W4384202844 hasConcept C142575187 @default.
• W4384202844 hasConcept C153180895 @default.
• W4384202844 hasConcept C154945302 @default.
• W4384202844 hasConcept C203595873 @default.
• W4384202844 hasConcept C2524010 @default.
• W4384202844 hasConcept C31972630 @default.
• W4384202844 hasConcept C33923547 @default.
• W4384202844 hasConcept C41008148 @default.
• W4384202844 hasConceptScore W4384202844C111919701 @default.
• W4384202844 hasConceptScore W4384202844C115961682 @default.
• W4384202844 hasConceptScore W4384202844C118505674 @default.
• W4384202844 hasConceptScore W4384202844C119599485 @default.
• W4384202844 hasConceptScore W4384202844C127413603 @default.
• W4384202844 hasConceptScore W4384202844C141353440 @default.
• W4384202844 hasConceptScore W4384202844C142575187 @default.
• W4384202844 hasConceptScore W4384202844C153180895 @default.
• W4384202844 hasConceptScore W4384202844C154945302 @default.
• W4384202844 hasConceptScore W4384202844C203595873 @default.
• W4384202844 hasConceptScore W4384202844C2524010 @default.
• W4384202844 hasConceptScore W4384202844C31972630 @default.
• W4384202844 hasConceptScore W4384202844C33923547 @default.
• W4384202844 hasConceptScore W4384202844C41008148 @default.
• W4384202844 hasIssue "14" @default.
• W4384202844 hasLocation W43842028441 @default.
• W4384202844 hasOpenAccess W4384202844 @default.
• W4384202844 hasPrimaryLocation W43842028441 @default.
• W4384202844 hasRelatedWork W1968935646 @default.
• W4384202844 hasRelatedWork W2105449223 @default.
• W4384202844 hasRelatedWork W2169891923 @default.

• next