Matches in SemOpenAlex for { <https://semopenalex.org/work/W4297051401> ?p ?o ?g. }
Showing items 1 to 77 of
77
with 100 items per page.
- W4297051401 endingPage "201" @default.
- W4297051401 startingPage "193" @default.
- W4297051401 abstract "Every plant species has unique characteristics for leaf shape, vein structure, bark texture, fruit shape, or others. These characteristics identify plant species distinctly. In this paper, we have classified plant species from two bark image datasets, Bark-101 and Trunk12. We developed residual learning-based extended DenseNet201, where the DenseNet201 part of the network was pre-trained with the ImageNet dataset. The proposed extended part of the model is comprised of 14 layers with one residual block. We then compared the performances against benchmark results. For the Bark-101 dataset, our hybrid model achieved 53.88%. In the case of the Trunk12 dataset, we applied 10-fold cross-validation and our model gained 96.56% on average. This research will significantly help plant researchers and others to classify particular plants easily." @default.
- W4297051401 created "2022-09-26" @default.
- W4297051401 creator A5007827368 @default.
- W4297051401 creator A5036908461 @default.
- W4297051401 creator A5067587924 @default.
- W4297051401 date "2022-09-16" @default.
- W4297051401 modified "2023-10-16" @default.
- W4297051401 title "Plant Species Classification from Bark Texture Using Hybrid Network and Transfer Learning" @default.
- W4297051401 cites W1553085054 @default.
- W4297051401 cites W1976814955 @default.
- W4297051401 cites W2009958428 @default.
- W4297051401 cites W2020797466 @default.
- W4297051401 cites W2039875163 @default.
- W4297051401 cites W2042144014 @default.
- W4297051401 cites W2064133248 @default.
- W4297051401 cites W2126357415 @default.
- W4297051401 cites W2770540037 @default.
- W4297051401 cites W2913894798 @default.
- W4297051401 cites W591378697 @default.
- W4297051401 doi "https://doi.org/10.1007/978-981-19-4052-1_21" @default.
- W4297051401 hasPublicationYear "2022" @default.
- W4297051401 type Work @default.
- W4297051401 citedByCount "0" @default.
- W4297051401 crossrefType "book-chapter" @default.
- W4297051401 hasAuthorship W4297051401A5007827368 @default.
- W4297051401 hasAuthorship W4297051401A5036908461 @default.
- W4297051401 hasAuthorship W4297051401A5067587924 @default.
- W4297051401 hasConcept C11413529 @default.
- W4297051401 hasConcept C115961682 @default.
- W4297051401 hasConcept C133446333 @default.
- W4297051401 hasConcept C150899416 @default.
- W4297051401 hasConcept C153180895 @default.
- W4297051401 hasConcept C154945302 @default.
- W4297051401 hasConcept C155512373 @default.
- W4297051401 hasConcept C185798385 @default.
- W4297051401 hasConcept C18903297 @default.
- W4297051401 hasConcept C205649164 @default.
- W4297051401 hasConcept C2781195486 @default.
- W4297051401 hasConcept C2985179745 @default.
- W4297051401 hasConcept C41008148 @default.
- W4297051401 hasConcept C58640448 @default.
- W4297051401 hasConcept C59822182 @default.
- W4297051401 hasConcept C86803240 @default.
- W4297051401 hasConceptScore W4297051401C11413529 @default.
- W4297051401 hasConceptScore W4297051401C115961682 @default.
- W4297051401 hasConceptScore W4297051401C133446333 @default.
- W4297051401 hasConceptScore W4297051401C150899416 @default.
- W4297051401 hasConceptScore W4297051401C153180895 @default.
- W4297051401 hasConceptScore W4297051401C154945302 @default.
- W4297051401 hasConceptScore W4297051401C155512373 @default.
- W4297051401 hasConceptScore W4297051401C185798385 @default.
- W4297051401 hasConceptScore W4297051401C18903297 @default.
- W4297051401 hasConceptScore W4297051401C205649164 @default.
- W4297051401 hasConceptScore W4297051401C2781195486 @default.
- W4297051401 hasConceptScore W4297051401C2985179745 @default.
- W4297051401 hasConceptScore W4297051401C41008148 @default.
- W4297051401 hasConceptScore W4297051401C58640448 @default.
- W4297051401 hasConceptScore W4297051401C59822182 @default.
- W4297051401 hasConceptScore W4297051401C86803240 @default.
- W4297051401 hasLocation W42970514011 @default.
- W4297051401 hasOpenAccess W4297051401 @default.
- W4297051401 hasPrimaryLocation W42970514011 @default.
- W4297051401 hasRelatedWork W126779703 @default.
- W4297051401 hasRelatedWork W2041399278 @default.
- W4297051401 hasRelatedWork W2095804880 @default.
- W4297051401 hasRelatedWork W2358539848 @default.
- W4297051401 hasRelatedWork W2384195468 @default.
- W4297051401 hasRelatedWork W2593428261 @default.
- W4297051401 hasRelatedWork W2795417921 @default.
- W4297051401 hasRelatedWork W4245792239 @default.
- W4297051401 hasRelatedWork W4301184459 @default.
- W4297051401 hasRelatedWork W650836761 @default.
- W4297051401 isParatext "false" @default.
- W4297051401 isRetracted "false" @default.
- W4297051401 workType "book-chapter" @default.