Matches in SemOpenAlex for { <https://semopenalex.org/work/W1947725092> ?p ?o ?g. }
Showing items 1 to 87 of
87
with 100 items per page.
- W1947725092 endingPage "72" @default.
- W1947725092 startingPage "62" @default.
- W1947725092 abstract "The paper proposes a procedure based on Kohonen’s Self Organizing Maps (SOMs) to perform the unsupervised classification of raw full-waveform airborne LIDAR (Light Detection and Ranging) data, without the need of extracting features from them, that is without any preprocessing. The proposed algorithm allows the classification of points into three classes (“grass”, “trees” and “road”) in two subsequent stages. During the first one, all the raw data are given as input to a SOM and points belonging to the category “trees” are extracted on the basis of the number of peaks that characterize the waveforms. In the second stage, data not previously classified as “trees” are used to create a new SOM that, together with a hierarchical clustering algorithm, allows to distinguish between the classes “road” and “grass”. Experiments carried out show that raw full-waveform LIDAR data were classified with an overall accuracy of 93.9%, 92.5% and 92.9%, respectively." @default.
- W1947725092 created "2016-06-24" @default.
- W1947725092 creator A5007901804 @default.
- W1947725092 creator A5037094608 @default.
- W1947725092 creator A5054830434 @default.
- W1947725092 date "2015-01-01" @default.
- W1947725092 modified "2023-10-16" @default.
- W1947725092 title "Unsupervised Classification of Raw Full-Waveform Airborne Lidar Data by Self Organizing Maps" @default.
- W1947725092 cites W1999286885 @default.
- W1947725092 cites W2026356051 @default.
- W1947725092 cites W2037282532 @default.
- W1947725092 cites W2039969237 @default.
- W1947725092 cites W2046043000 @default.
- W1947725092 cites W2053615826 @default.
- W1947725092 cites W2061596856 @default.
- W1947725092 cites W2066250437 @default.
- W1947725092 cites W2067767623 @default.
- W1947725092 cites W2131256165 @default.
- W1947725092 cites W2138060511 @default.
- W1947725092 cites W65738273 @default.
- W1947725092 doi "https://doi.org/10.1007/978-3-319-23231-7_6" @default.
- W1947725092 hasPublicationYear "2015" @default.
- W1947725092 type Work @default.
- W1947725092 sameAs 1947725092 @default.
- W1947725092 citedByCount "5" @default.
- W1947725092 countsByYear W19477250922018 @default.
- W1947725092 countsByYear W19477250922019 @default.
- W1947725092 countsByYear W19477250922020 @default.
- W1947725092 countsByYear W19477250922022 @default.
- W1947725092 crossrefType "book-chapter" @default.
- W1947725092 hasAuthorship W1947725092A5007901804 @default.
- W1947725092 hasAuthorship W1947725092A5037094608 @default.
- W1947725092 hasAuthorship W1947725092A5054830434 @default.
- W1947725092 hasBestOaLocation W19477250921 @default.
- W1947725092 hasConcept C10551718 @default.
- W1947725092 hasConcept C111168008 @default.
- W1947725092 hasConcept C115051666 @default.
- W1947725092 hasConcept C124101348 @default.
- W1947725092 hasConcept C132964779 @default.
- W1947725092 hasConcept C153180895 @default.
- W1947725092 hasConcept C154945302 @default.
- W1947725092 hasConcept C197424946 @default.
- W1947725092 hasConcept C199360897 @default.
- W1947725092 hasConcept C205649164 @default.
- W1947725092 hasConcept C34736171 @default.
- W1947725092 hasConcept C41008148 @default.
- W1947725092 hasConcept C51399673 @default.
- W1947725092 hasConcept C554190296 @default.
- W1947725092 hasConcept C62649853 @default.
- W1947725092 hasConcept C73555534 @default.
- W1947725092 hasConcept C76155785 @default.
- W1947725092 hasConceptScore W1947725092C10551718 @default.
- W1947725092 hasConceptScore W1947725092C111168008 @default.
- W1947725092 hasConceptScore W1947725092C115051666 @default.
- W1947725092 hasConceptScore W1947725092C124101348 @default.
- W1947725092 hasConceptScore W1947725092C132964779 @default.
- W1947725092 hasConceptScore W1947725092C153180895 @default.
- W1947725092 hasConceptScore W1947725092C154945302 @default.
- W1947725092 hasConceptScore W1947725092C197424946 @default.
- W1947725092 hasConceptScore W1947725092C199360897 @default.
- W1947725092 hasConceptScore W1947725092C205649164 @default.
- W1947725092 hasConceptScore W1947725092C34736171 @default.
- W1947725092 hasConceptScore W1947725092C41008148 @default.
- W1947725092 hasConceptScore W1947725092C51399673 @default.
- W1947725092 hasConceptScore W1947725092C554190296 @default.
- W1947725092 hasConceptScore W1947725092C62649853 @default.
- W1947725092 hasConceptScore W1947725092C73555534 @default.
- W1947725092 hasConceptScore W1947725092C76155785 @default.
- W1947725092 hasLocation W19477250921 @default.
- W1947725092 hasOpenAccess W1947725092 @default.
- W1947725092 hasPrimaryLocation W19477250921 @default.
- W1947725092 hasRelatedWork W138569904 @default.
- W1947725092 hasRelatedWork W2367545121 @default.
- W1947725092 hasRelatedWork W2390914021 @default.
- W1947725092 hasRelatedWork W2482165163 @default.
- W1947725092 hasRelatedWork W2989490741 @default.
- W1947725092 hasRelatedWork W3010890513 @default.
- W1947725092 hasRelatedWork W3092506759 @default.
- W1947725092 hasRelatedWork W3138271675 @default.
- W1947725092 hasRelatedWork W4220726286 @default.
- W1947725092 hasRelatedWork W4248881655 @default.
- W1947725092 isParatext "false" @default.
- W1947725092 isRetracted "false" @default.
- W1947725092 magId "1947725092" @default.
- W1947725092 workType "book-chapter" @default.