Matches in SemOpenAlex for { <https://semopenalex.org/work/W2915678090> ?p ?o ?g. }
Showing items 1 to 99 of
99
with 100 items per page.
- W2915678090 endingPage "22" @default.
- W2915678090 startingPage "22" @default.
- W2915678090 abstract "This paper presents a vision-based indoor scene recognition method from aerial time-series images obtained using a micro air vehicle (MAV). The proposed method comprises two procedures: a codebook feature description procedure, and a recognition procedure using category maps. For the former procedure, codebooks are created automatically as visual words using self-organizing maps (SOMs) after extracting part-based local features using a part-based descriptor from time-series scene images. For the latter procedure, category maps are created using counter propagation networks (CPNs) with the extraction of category boundaries using a unified distance matrix (U-Matrix). Using category maps, topologies of image features are mapped into a low-dimensional space based on competitive and neighborhood learning. We obtained aerial time-series image datasets of five sets for two flight routes: a round flight route and a zigzag flight route. The experimentally obtained results with leave-one-out cross-validation (LOOCV) revealed respective mean recognition accuracies for the round flight datasets (RFDs) and zigzag flight datasets (ZFDs) of 71.7% and 65.5% for 10 zones. The category maps addressed the complexity of scenes because of segmented categories. Although extraction results of category boundaries using U-Matrix were partially discontinuous, we obtained comprehensive category boundaries that segment scenes into several categories." @default.
- W2915678090 created "2019-03-02" @default.
- W2915678090 creator A5004284371 @default.
- W2915678090 creator A5015549649 @default.
- W2915678090 creator A5074137157 @default.
- W2915678090 date "2019-02-25" @default.
- W2915678090 modified "2023-09-26" @default.
- W2915678090 title "Vision-Based Indoor Scene Recognition from Time-Series Aerial Images Obtained Using a MAV Mounted Monocular Camera" @default.
- W2915678090 cites W1532257412 @default.
- W2915678090 cites W1712194169 @default.
- W2915678090 cites W2011551841 @default.
- W2915678090 cites W2034392969 @default.
- W2915678090 cites W2037956097 @default.
- W2915678090 cites W2048710758 @default.
- W2915678090 cites W2087760716 @default.
- W2915678090 cites W2100495367 @default.
- W2915678090 cites W2107034620 @default.
- W2915678090 cites W2113855951 @default.
- W2915678090 cites W2115262059 @default.
- W2915678090 cites W2120480077 @default.
- W2915678090 cites W2124386111 @default.
- W2915678090 cites W2127807804 @default.
- W2915678090 cites W2128554449 @default.
- W2915678090 cites W2133059825 @default.
- W2915678090 cites W2148271660 @default.
- W2915678090 cites W2152161678 @default.
- W2915678090 cites W2152671441 @default.
- W2915678090 cites W2154393852 @default.
- W2915678090 cites W2161969291 @default.
- W2915678090 cites W2165974396 @default.
- W2915678090 cites W2329950505 @default.
- W2915678090 cites W2509493982 @default.
- W2915678090 cites W2582873165 @default.
- W2915678090 cites W2610728744 @default.
- W2915678090 cites W2732026016 @default.
- W2915678090 cites W2787419589 @default.
- W2915678090 cites W2801041578 @default.
- W2915678090 cites W3104887532 @default.
- W2915678090 cites W324639438 @default.
- W2915678090 cites W4232670376 @default.
- W2915678090 doi "https://doi.org/10.3390/drones3010022" @default.
- W2915678090 hasPublicationYear "2019" @default.
- W2915678090 type Work @default.
- W2915678090 sameAs 2915678090 @default.
- W2915678090 citedByCount "3" @default.
- W2915678090 countsByYear W29156780902020 @default.
- W2915678090 countsByYear W29156780902021 @default.
- W2915678090 crossrefType "journal-article" @default.
- W2915678090 hasAuthorship W2915678090A5004284371 @default.
- W2915678090 hasAuthorship W2915678090A5015549649 @default.
- W2915678090 hasAuthorship W2915678090A5074137157 @default.
- W2915678090 hasBestOaLocation W29156780901 @default.
- W2915678090 hasConcept C127759330 @default.
- W2915678090 hasConcept C138885662 @default.
- W2915678090 hasConcept C143724316 @default.
- W2915678090 hasConcept C151730666 @default.
- W2915678090 hasConcept C153180895 @default.
- W2915678090 hasConcept C154945302 @default.
- W2915678090 hasConcept C2776401178 @default.
- W2915678090 hasConcept C31972630 @default.
- W2915678090 hasConcept C41008148 @default.
- W2915678090 hasConcept C41895202 @default.
- W2915678090 hasConcept C52622490 @default.
- W2915678090 hasConcept C86803240 @default.
- W2915678090 hasConceptScore W2915678090C127759330 @default.
- W2915678090 hasConceptScore W2915678090C138885662 @default.
- W2915678090 hasConceptScore W2915678090C143724316 @default.
- W2915678090 hasConceptScore W2915678090C151730666 @default.
- W2915678090 hasConceptScore W2915678090C153180895 @default.
- W2915678090 hasConceptScore W2915678090C154945302 @default.
- W2915678090 hasConceptScore W2915678090C2776401178 @default.
- W2915678090 hasConceptScore W2915678090C31972630 @default.
- W2915678090 hasConceptScore W2915678090C41008148 @default.
- W2915678090 hasConceptScore W2915678090C41895202 @default.
- W2915678090 hasConceptScore W2915678090C52622490 @default.
- W2915678090 hasConceptScore W2915678090C86803240 @default.
- W2915678090 hasFunder F4320320212 @default.
- W2915678090 hasIssue "1" @default.
- W2915678090 hasLocation W29156780901 @default.
- W2915678090 hasLocation W29156780902 @default.
- W2915678090 hasOpenAccess W2915678090 @default.
- W2915678090 hasPrimaryLocation W29156780901 @default.
- W2915678090 hasRelatedWork W2016461833 @default.
- W2915678090 hasRelatedWork W2022364796 @default.
- W2915678090 hasRelatedWork W2132943804 @default.
- W2915678090 hasRelatedWork W2207021851 @default.
- W2915678090 hasRelatedWork W2534909612 @default.
- W2915678090 hasRelatedWork W2546942002 @default.
- W2915678090 hasRelatedWork W2588076546 @default.
- W2915678090 hasRelatedWork W2743674619 @default.
- W2915678090 hasRelatedWork W2950886455 @default.
- W2915678090 hasRelatedWork W3197541072 @default.
- W2915678090 hasVolume "3" @default.
- W2915678090 isParatext "false" @default.
- W2915678090 isRetracted "false" @default.
- W2915678090 magId "2915678090" @default.
- W2915678090 workType "article" @default.