FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3198394695> ?p ?o ?g. }

• W3198394695 endingPage "3394" @default.
• W3198394695 startingPage "3394" @default.
• W3198394695 abstract "Although considerable success has been achieved in change detection on optical remote sensing images, accurate detection of specific changes is still challenging. Due to the diversity and complexity of the ground surface changes and the increasing demand for detecting changes that require high-level semantics, we have to resort to deep learning techniques to extract the intrinsic representations of changed areas. However, one key problem for developing deep learning metho for detecting specific change areas is the limitation of annotated data. In this paper, we collect a change detection dataset with 862 labeled image pairs, where the urban construction-related changes are labeled. Further, we propose a supervised change detection method based on a deep siamese semantic segmentation network to handle the proposed data effectively. The novelty of the method is that the proposed siamese network treats the change detection problem as a binary semantic segmentation task and learns to extract features from the image pairs directly. The siamese architecture as well as the elaborately designed semantic segmentation networks significantly improve the performance on change detection tasks. Experimental results demonstrate the promising performance of the proposed network compared to existing approaches." @default.
• W3198394695 created "2021-09-13" @default.
• W3198394695 creator A5010705747 @default.
• W3198394695 creator A5013240918 @default.
• W3198394695 creator A5015605020 @default.
• W3198394695 creator A5056506680 @default.
• W3198394695 creator A5068624597 @default.
• W3198394695 date "2021-08-26" @default.
• W3198394695 modified "2023-10-11" @default.
• W3198394695 title "Deep Siamese Networks Based Change Detection with Remote Sensing Images" @default.
• W3198394695 cites W1964069486 @default.
• W3198394695 cites W1965126626 @default.
• W3198394695 cites W1972023946 @default.
• W3198394695 cites W1998866072 @default.
• W3198394695 cites W2011068521 @default.
• W3198394695 cites W2031601791 @default.
• W3198394695 cites W2036798369 @default.
• W3198394695 cites W2042141552 @default.
• W3198394695 cites W2055149942 @default.
• W3198394695 cites W2083615851 @default.
• W3198394695 cites W2104374858 @default.
• W3198394695 cites W2108262882 @default.
• W3198394695 cites W2110519070 @default.
• W3198394695 cites W2114068285 @default.
• W3198394695 cites W2118116484 @default.
• W3198394695 cites W2144552105 @default.
• W3198394695 cites W2144615653 @default.
• W3198394695 cites W2152185773 @default.
• W3198394695 cites W2154451793 @default.
• W3198394695 cites W2170140722 @default.
• W3198394695 cites W2170260354 @default.
• W3198394695 cites W2221448138 @default.
• W3198394695 cites W2412782625 @default.
• W3198394695 cites W2564140372 @default.
• W3198394695 cites W2751993439 @default.
• W3198394695 cites W2782934949 @default.
• W3198394695 cites W2789888100 @default.
• W3198394695 cites W2792827505 @default.
• W3198394695 cites W2900587135 @default.
• W3198394695 cites W2911648799 @default.
• W3198394695 cites W2946163361 @default.
• W3198394695 cites W2951991161 @default.
• W3198394695 cites W2997043451 @default.
• W3198394695 cites W3132437036 @default.
• W3198394695 cites W3177949452 @default.
• W3198394695 cites W3180005003 @default.
• W3198394695 cites W3181629194 @default.
• W3198394695 doi "https://doi.org/10.3390/rs13173394" @default.
• W3198394695 hasPublicationYear "2021" @default.
• W3198394695 type Work @default.
• W3198394695 sameAs 3198394695 @default.
• W3198394695 citedByCount "21" @default.
• W3198394695 countsByYear W31983946952021 @default.
• W3198394695 countsByYear W31983946952022 @default.
• W3198394695 countsByYear W31983946952023 @default.
• W3198394695 crossrefType "journal-article" @default.
• W3198394695 hasAuthorship W3198394695A5010705747 @default.
• W3198394695 hasAuthorship W3198394695A5013240918 @default.
• W3198394695 hasAuthorship W3198394695A5015605020 @default.
• W3198394695 hasAuthorship W3198394695A5056506680 @default.
• W3198394695 hasAuthorship W3198394695A5068624597 @default.
• W3198394695 hasBestOaLocation W31983946951 @default.
• W3198394695 hasConcept C108583219 @default.
• W3198394695 hasConcept C115961682 @default.
• W3198394695 hasConcept C12267149 @default.
• W3198394695 hasConcept C124504099 @default.
• W3198394695 hasConcept C153180895 @default.
• W3198394695 hasConcept C154945302 @default.
• W3198394695 hasConcept C162324750 @default.
• W3198394695 hasConcept C184337299 @default.
• W3198394695 hasConcept C187736073 @default.
• W3198394695 hasConcept C199360897 @default.
• W3198394695 hasConcept C203595873 @default.
• W3198394695 hasConcept C26517878 @default.
• W3198394695 hasConcept C2780451532 @default.
• W3198394695 hasConcept C31972630 @default.
• W3198394695 hasConcept C38652104 @default.
• W3198394695 hasConcept C41008148 @default.
• W3198394695 hasConcept C66905080 @default.
• W3198394695 hasConcept C89600930 @default.
• W3198394695 hasConceptScore W3198394695C108583219 @default.
• W3198394695 hasConceptScore W3198394695C115961682 @default.
• W3198394695 hasConceptScore W3198394695C12267149 @default.
• W3198394695 hasConceptScore W3198394695C124504099 @default.
• W3198394695 hasConceptScore W3198394695C153180895 @default.
• W3198394695 hasConceptScore W3198394695C154945302 @default.
• W3198394695 hasConceptScore W3198394695C162324750 @default.
• W3198394695 hasConceptScore W3198394695C184337299 @default.
• W3198394695 hasConceptScore W3198394695C187736073 @default.
• W3198394695 hasConceptScore W3198394695C199360897 @default.
• W3198394695 hasConceptScore W3198394695C203595873 @default.
• W3198394695 hasConceptScore W3198394695C26517878 @default.
• W3198394695 hasConceptScore W3198394695C2780451532 @default.
• W3198394695 hasConceptScore W3198394695C31972630 @default.
• W3198394695 hasConceptScore W3198394695C38652104 @default.
• W3198394695 hasConceptScore W3198394695C41008148 @default.
• W3198394695 hasConceptScore W3198394695C66905080 @default.
• W3198394695 hasConceptScore W3198394695C89600930 @default.

• next