FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4308871324> ?p ?o ?g. }

• W4308871324 endingPage "8629" @default.
• W4308871324 startingPage "8629" @default.
• W4308871324 abstract "Today, integration into automated systems has become a priority in the development of remote sensing sensors carried on drones. For this purpose, the primary task is to achieve real-time data processing. Increasing sensor resolution, fast data capture and the simultaneous use of multiple sensors is one direction of development. However, this poses challenges on the data processing side due to the increasing amount of data. Our study intends to investigate how the running time and accuracy of commonly used image classification algorithms evolve using Altum Micasense multispectral and thermal acquisition data with GSD = 2 cm spatial resolution. The running times were examined for two PC configurations, with a 4 GB and 8 GB DRAM capacity, respectively, as these parameters are closer to the memory of NRT microcomputers and laptops, which can be applied out of the lab. During the accuracy assessment, we compared the accuracy %, the Kappa index value and the area ratio of correct pixels. According to our results, in the case of plant cover, the Spectral Angles Mapper (SAM) method achieved the best accuracy among the validated classification solutions. In contrast, the Minimum Distance (MD) method achieved the best accuracy on water surface. In terms of temporality, the best results were obtained with the individually constructed decision tree classification. Thus, it is worth developing these two directions into real-time data processing solutions." @default.
• W4308871324 created "2022-11-18" @default.
• W4308871324 creator A5011598676 @default.
• W4308871324 creator A5022664908 @default.
• W4308871324 creator A5024168169 @default.
• W4308871324 creator A5030530084 @default.
• W4308871324 creator A5040940635 @default.
• W4308871324 creator A5064250130 @default.
• W4308871324 date "2022-11-09" @default.
• W4308871324 modified "2023-09-25" @default.
• W4308871324 title "Performance and Accuracy Comparisons of Classification Methods and Perspective Solutions for UAV-Based Near-Real-Time “Out of the Lab” Data Processing" @default.
• W4308871324 cites W1973788353 @default.
• W4308871324 cites W2004104348 @default.
• W4308871324 cites W2026654426 @default.
• W4308871324 cites W2119059400 @default.
• W4308871324 cites W2146235546 @default.
• W4308871324 cites W2153635508 @default.
• W4308871324 cites W2223347703 @default.
• W4308871324 cites W2297338375 @default.
• W4308871324 cites W2468964096 @default.
• W4308871324 cites W2469407845 @default.
• W4308871324 cites W2608271930 @default.
• W4308871324 cites W2732720900 @default.
• W4308871324 cites W2792542990 @default.
• W4308871324 cites W2884592726 @default.
• W4308871324 cites W2886054370 @default.
• W4308871324 cites W2944731604 @default.
• W4308871324 cites W2951841689 @default.
• W4308871324 cites W2981958599 @default.
• W4308871324 cites W2983056308 @default.
• W4308871324 cites W2984651782 @default.
• W4308871324 cites W3013204682 @default.
• W4308871324 cites W3027760474 @default.
• W4308871324 cites W3040323135 @default.
• W4308871324 cites W3047994711 @default.
• W4308871324 cites W3080744342 @default.
• W4308871324 cites W3103615857 @default.
• W4308871324 cites W3109492753 @default.
• W4308871324 cites W3118871443 @default.
• W4308871324 cites W3121188342 @default.
• W4308871324 cites W3193173584 @default.
• W4308871324 cites W3196968202 @default.
• W4308871324 cites W3204202466 @default.
• W4308871324 cites W3209915885 @default.
• W4308871324 cites W4206069852 @default.
• W4308871324 cites W4214882008 @default.
• W4308871324 cites W4223564025 @default.
• W4308871324 cites W4284700855 @default.
• W4308871324 cites W4285088983 @default.
• W4308871324 doi "https://doi.org/10.3390/s22228629" @default.
• W4308871324 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/36433226" @default.
• W4308871324 hasPublicationYear "2022" @default.
• W4308871324 type Work @default.
• W4308871324 citedByCount "1" @default.
• W4308871324 countsByYear W43088713242023 @default.
• W4308871324 crossrefType "journal-article" @default.
• W4308871324 hasAuthorship W4308871324A5011598676 @default.
• W4308871324 hasAuthorship W4308871324A5022664908 @default.
• W4308871324 hasAuthorship W4308871324A5024168169 @default.
• W4308871324 hasAuthorship W4308871324A5030530084 @default.
• W4308871324 hasAuthorship W4308871324A5040940635 @default.
• W4308871324 hasAuthorship W4308871324A5064250130 @default.
• W4308871324 hasBestOaLocation W43088713241 @default.
• W4308871324 hasConcept C115961682 @default.
• W4308871324 hasConcept C124101348 @default.
• W4308871324 hasConcept C127313418 @default.
• W4308871324 hasConcept C138827492 @default.
• W4308871324 hasConcept C154945302 @default.
• W4308871324 hasConcept C160633673 @default.
• W4308871324 hasConcept C173163844 @default.
• W4308871324 hasConcept C41008148 @default.
• W4308871324 hasConcept C62649853 @default.
• W4308871324 hasConcept C77088390 @default.
• W4308871324 hasConcept C79403827 @default.
• W4308871324 hasConcept C9417928 @default.
• W4308871324 hasConceptScore W4308871324C115961682 @default.
• W4308871324 hasConceptScore W4308871324C124101348 @default.
• W4308871324 hasConceptScore W4308871324C127313418 @default.
• W4308871324 hasConceptScore W4308871324C138827492 @default.
• W4308871324 hasConceptScore W4308871324C154945302 @default.
• W4308871324 hasConceptScore W4308871324C160633673 @default.
• W4308871324 hasConceptScore W4308871324C173163844 @default.
• W4308871324 hasConceptScore W4308871324C41008148 @default.
• W4308871324 hasConceptScore W4308871324C62649853 @default.
• W4308871324 hasConceptScore W4308871324C77088390 @default.
• W4308871324 hasConceptScore W4308871324C79403827 @default.
• W4308871324 hasConceptScore W4308871324C9417928 @default.
• W4308871324 hasIssue "22" @default.
• W4308871324 hasLocation W43088713241 @default.
• W4308871324 hasLocation W43088713242 @default.
• W4308871324 hasLocation W43088713243 @default.
• W4308871324 hasOpenAccess W4308871324 @default.
• W4308871324 hasPrimaryLocation W43088713241 @default.
• W4308871324 hasRelatedWork W2032332878 @default.
• W4308871324 hasRelatedWork W2066390887 @default.
• W4308871324 hasRelatedWork W2078026985 @default.
• W4308871324 hasRelatedWork W2138789738 @default.
• W4308871324 hasRelatedWork W2139294397 @default.

• next