FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2897620971> ?p ?o ?g. }

• W2897620971 abstract "We describe a strategy for detection and classification of man-made objects in large high-resolution satellite photos under computational resource constraints. We detect and classify candidate objects by using five pipelines of convolutional neural network processing (CNN), run in parallel. Each pipeline has its own unique strategy for fine tunning parameters, proposal region filtering, and dealing with image scales. The conflicting region proposals are merged based on region confidence and not just based on overlap areas, which improves the quality of the final bounding-box regions selected. We demonstrate this strategy using the recent xView challenge, which is a complex benchmark with more than 1,100 high-resolution images, spanning 800,000 aerial objects around the world covering a total area of 1,400 square kilometers at 0.3 meter ground sample distance. To tackle the resource-constrained problem posed by the xView challenge, where inferences are restricted to be on CPU with 8GB memory limit, we used lightweight CNN's trained with the single shot detector algorithm. Our approach was competitive on sequestered sets; it was ranked third." @default.
• W2897620971 created "2018-10-26" @default.
• W2897620971 creator A5020674314 @default.
• W2897620971 creator A5055631823 @default.
• W2897620971 creator A5072553610 @default.
• W2897620971 date "2018-10-23" @default.
• W2897620971 modified "2023-09-27" @default.
• W2897620971 title "Resource-Constrained Simultaneous Detection and Labeling of Objects in High-Resolution Satellite Images." @default.
• W2897620971 cites W1989750313 @default.
• W2897620971 cites W2016089260 @default.
• W2897620971 cites W2097117768 @default.
• W2897620971 cites W2138252684 @default.
• W2897620971 cites W2140804075 @default.
• W2897620971 cites W2168356304 @default.
• W2897620971 cites W2796347433 @default.
• W2897620971 cites W2811199523 @default.
• W2897620971 cites W2951785524 @default.
• W2897620971 hasPublicationYear "2018" @default.
• W2897620971 type Work @default.
• W2897620971 sameAs 2897620971 @default.
• W2897620971 citedByCount "3" @default.
• W2897620971 countsByYear W28976209712018 @default.
• W2897620971 countsByYear W28976209712020 @default.
• W2897620971 countsByYear W28976209712021 @default.
• W2897620971 crossrefType "posted-content" @default.
• W2897620971 hasAuthorship W2897620971A5020674314 @default.
• W2897620971 hasAuthorship W2897620971A5055631823 @default.
• W2897620971 hasAuthorship W2897620971A5072553610 @default.
• W2897620971 hasConcept C115961682 @default.
• W2897620971 hasConcept C124101348 @default.
• W2897620971 hasConcept C127413603 @default.
• W2897620971 hasConcept C146978453 @default.
• W2897620971 hasConcept C147037132 @default.
• W2897620971 hasConcept C153180895 @default.
• W2897620971 hasConcept C154945302 @default.
• W2897620971 hasConcept C185592680 @default.
• W2897620971 hasConcept C185798385 @default.
• W2897620971 hasConcept C19269812 @default.
• W2897620971 hasConcept C198531522 @default.
• W2897620971 hasConcept C199360897 @default.
• W2897620971 hasConcept C205649164 @default.
• W2897620971 hasConcept C206345919 @default.
• W2897620971 hasConcept C31258907 @default.
• W2897620971 hasConcept C31972630 @default.
• W2897620971 hasConcept C41008148 @default.
• W2897620971 hasConcept C43521106 @default.
• W2897620971 hasConcept C43617362 @default.
• W2897620971 hasConcept C58640448 @default.
• W2897620971 hasConcept C63584917 @default.
• W2897620971 hasConcept C76155785 @default.
• W2897620971 hasConcept C81363708 @default.
• W2897620971 hasConcept C94915269 @default.
• W2897620971 hasConceptScore W2897620971C115961682 @default.
• W2897620971 hasConceptScore W2897620971C124101348 @default.
• W2897620971 hasConceptScore W2897620971C127413603 @default.
• W2897620971 hasConceptScore W2897620971C146978453 @default.
• W2897620971 hasConceptScore W2897620971C147037132 @default.
• W2897620971 hasConceptScore W2897620971C153180895 @default.
• W2897620971 hasConceptScore W2897620971C154945302 @default.
• W2897620971 hasConceptScore W2897620971C185592680 @default.
• W2897620971 hasConceptScore W2897620971C185798385 @default.
• W2897620971 hasConceptScore W2897620971C19269812 @default.
• W2897620971 hasConceptScore W2897620971C198531522 @default.
• W2897620971 hasConceptScore W2897620971C199360897 @default.
• W2897620971 hasConceptScore W2897620971C205649164 @default.
• W2897620971 hasConceptScore W2897620971C206345919 @default.
• W2897620971 hasConceptScore W2897620971C31258907 @default.
• W2897620971 hasConceptScore W2897620971C31972630 @default.
• W2897620971 hasConceptScore W2897620971C41008148 @default.
• W2897620971 hasConceptScore W2897620971C43521106 @default.
• W2897620971 hasConceptScore W2897620971C43617362 @default.
• W2897620971 hasConceptScore W2897620971C58640448 @default.
• W2897620971 hasConceptScore W2897620971C63584917 @default.
• W2897620971 hasConceptScore W2897620971C76155785 @default.
• W2897620971 hasConceptScore W2897620971C81363708 @default.
• W2897620971 hasConceptScore W2897620971C94915269 @default.
• W2897620971 hasLocation W28976209711 @default.
• W2897620971 hasOpenAccess W2897620971 @default.
• W2897620971 hasPrimaryLocation W28976209711 @default.
• W2897620971 hasRelatedWork W2480078828 @default.
• W2897620971 hasRelatedWork W2740102162 @default.
• W2897620971 hasRelatedWork W2789609993 @default.
• W2897620971 hasRelatedWork W2793276759 @default.
• W2897620971 hasRelatedWork W2800388963 @default.
• W2897620971 hasRelatedWork W2921357635 @default.
• W2897620971 hasRelatedWork W2926837263 @default.
• W2897620971 hasRelatedWork W2949436339 @default.
• W2897620971 hasRelatedWork W2971730281 @default.
• W2897620971 hasRelatedWork W2982507557 @default.
• W2897620971 hasRelatedWork W2995801068 @default.
• W2897620971 hasRelatedWork W3006365890 @default.
• W2897620971 hasRelatedWork W3016253179 @default.
• W2897620971 hasRelatedWork W3043946990 @default.
• W2897620971 hasRelatedWork W3046335940 @default.
• W2897620971 hasRelatedWork W3081512435 @default.
• W2897620971 hasRelatedWork W3099116041 @default.
• W2897620971 hasRelatedWork W3100667366 @default.
• W2897620971 hasRelatedWork W3200564606 @default.
• W2897620971 hasRelatedWork W3213053480 @default.
• W2897620971 isParatext "false" @default.

• next