FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2913804921> ?p ?o ?g. }

• W2913804921 abstract "Nowadays, Satellite images have become a major source of data for many aspects of development. Land and crops classification using satellite images is a recent important subject. From the other side, Deep Convolutional Neural Networks (DCNNs) is a powerful technique for understanding images. This paper describes a pixel based crops and land cover classification originating from one source satellite imagery represented by Sentinel satellite and based on several dates for the same agricultural season. We propose a DCNN architecture based on multi-temporal data that was fed to a one-dimension (1-D DCNN). The proposed architecture is compared with other methods of satellite image classification algorithms; such as Support Vector Machines (SVMs), Random Forests (RFs) and k-Nearest Neighbors (k-NNs). Experiments are conducted for the mutual experiment of major crops and land cover classification for Al-Fayoum governorate in Egypt. The 1-D DCNN achieves about 89% accuracy using 10 spectral bands from Sentinel-2 satellite imagery database for the area of interest. The proposed architecture although it outperforms other methods, needs further research to optimize the memory usage." @default.
• W2913804921 created "2019-02-21" @default.
• W2913804921 creator A5009460316 @default.
• W2913804921 creator A5011000412 @default.
• W2913804921 creator A5027922092 @default.
• W2913804921 creator A5059446890 @default.
• W2913804921 creator A5070684884 @default.
• W2913804921 date "2018-12-01" @default.
• W2913804921 modified "2023-10-17" @default.
• W2913804921 title "Seasonal Multi-temporal Pixel Based Crop Types and Land Cover Classification for Satellite Images using Convolutional Neural Networks" @default.
• W2913804921 cites W1950365613 @default.
• W2913804921 cites W1974981350 @default.
• W2913804921 cites W2283002322 @default.
• W2913804921 cites W2308318555 @default.
• W2913804921 cites W2464755555 @default.
• W2913804921 cites W2500751094 @default.
• W2913804921 cites W2502394610 @default.
• W2913804921 cites W2516282711 @default.
• W2913804921 cites W2538244214 @default.
• W2913804921 cites W2573268864 @default.
• W2913804921 cites W2577238056 @default.
• W2913804921 cites W2582702226 @default.
• W2913804921 cites W2589085805 @default.
• W2913804921 cites W2592712793 @default.
• W2913804921 cites W2592845268 @default.
• W2913804921 cites W2604086375 @default.
• W2913804921 cites W2607558879 @default.
• W2913804921 cites W2611655888 @default.
• W2913804921 cites W2612144337 @default.
• W2913804921 cites W2612420228 @default.
• W2913804921 cites W2742353928 @default.
• W2913804921 cites W2963040864 @default.
• W2913804921 cites W4248710273 @default.
• W2913804921 doi "https://doi.org/10.1109/icces.2018.8639232" @default.
• W2913804921 hasPublicationYear "2018" @default.
• W2913804921 type Work @default.
• W2913804921 sameAs 2913804921 @default.
• W2913804921 citedByCount "8" @default.
• W2913804921 countsByYear W29138049212019 @default.
• W2913804921 countsByYear W29138049212021 @default.
• W2913804921 countsByYear W29138049212022 @default.
• W2913804921 countsByYear W29138049212023 @default.
• W2913804921 crossrefType "proceedings-article" @default.
• W2913804921 hasAuthorship W2913804921A5009460316 @default.
• W2913804921 hasAuthorship W2913804921A5011000412 @default.
• W2913804921 hasAuthorship W2913804921A5027922092 @default.
• W2913804921 hasAuthorship W2913804921A5059446890 @default.
• W2913804921 hasAuthorship W2913804921A5070684884 @default.
• W2913804921 hasConcept C115961682 @default.
• W2913804921 hasConcept C12267149 @default.
• W2913804921 hasConcept C127413603 @default.
• W2913804921 hasConcept C146978453 @default.
• W2913804921 hasConcept C147176958 @default.
• W2913804921 hasConcept C153180895 @default.
• W2913804921 hasConcept C154945302 @default.
• W2913804921 hasConcept C160633673 @default.
• W2913804921 hasConcept C169258074 @default.
• W2913804921 hasConcept C19269812 @default.
• W2913804921 hasConcept C205649164 @default.
• W2913804921 hasConcept C2778102629 @default.
• W2913804921 hasConcept C2780648208 @default.
• W2913804921 hasConcept C41008148 @default.
• W2913804921 hasConcept C4792198 @default.
• W2913804921 hasConcept C50644808 @default.
• W2913804921 hasConcept C52622490 @default.
• W2913804921 hasConcept C62649853 @default.
• W2913804921 hasConcept C75294576 @default.
• W2913804921 hasConcept C81363708 @default.
• W2913804921 hasConceptScore W2913804921C115961682 @default.
• W2913804921 hasConceptScore W2913804921C12267149 @default.
• W2913804921 hasConceptScore W2913804921C127413603 @default.
• W2913804921 hasConceptScore W2913804921C146978453 @default.
• W2913804921 hasConceptScore W2913804921C147176958 @default.
• W2913804921 hasConceptScore W2913804921C153180895 @default.
• W2913804921 hasConceptScore W2913804921C154945302 @default.
• W2913804921 hasConceptScore W2913804921C160633673 @default.
• W2913804921 hasConceptScore W2913804921C169258074 @default.
• W2913804921 hasConceptScore W2913804921C19269812 @default.
• W2913804921 hasConceptScore W2913804921C205649164 @default.
• W2913804921 hasConceptScore W2913804921C2778102629 @default.
• W2913804921 hasConceptScore W2913804921C2780648208 @default.
• W2913804921 hasConceptScore W2913804921C41008148 @default.
• W2913804921 hasConceptScore W2913804921C4792198 @default.
• W2913804921 hasConceptScore W2913804921C50644808 @default.
• W2913804921 hasConceptScore W2913804921C52622490 @default.
• W2913804921 hasConceptScore W2913804921C62649853 @default.
• W2913804921 hasConceptScore W2913804921C75294576 @default.
• W2913804921 hasConceptScore W2913804921C81363708 @default.
• W2913804921 hasLocation W29138049211 @default.
• W2913804921 hasOpenAccess W2913804921 @default.
• W2913804921 hasPrimaryLocation W29138049211 @default.
• W2913804921 hasRelatedWork W1591029852 @default.
• W2913804921 hasRelatedWork W2056016498 @default.
• W2913804921 hasRelatedWork W2336974148 @default.
• W2913804921 hasRelatedWork W2406522397 @default.
• W2913804921 hasRelatedWork W2767651786 @default.
• W2913804921 hasRelatedWork W2912288872 @default.
• W2913804921 hasRelatedWork W2915536369 @default.
• W2913804921 hasRelatedWork W2964383635 @default.
• W2913804921 hasRelatedWork W3020683561 @default.

• next