Matches in SemOpenAlex for { <https://semopenalex.org/work/W2009958428> ?p ?o ?g. }
Showing items 1 to 88 of
88
with 100 items per page.
- W2009958428 abstract "We propose a novel method for tree bark identification by SVM classification of feature-mapped multi-scale descriptors formed by concatenated histograms of Local Binary Patterns (LBPs). A feature map approximating the histogram intersection kernel significantly improves the methods accuracy. Contrary to common practice, we use the full 256 bin LBP histogram rather than the standard 59 bin histogram of uniform LBPs and obtain superior results. Robustness to scale changes is handled by forming multiple multi-scale descriptors. Experiments conducted on a standard dataset show 96.5% accuracy using ten-fold cross validation. Using the standard 15 training examples per class, the proposed method achieves a recognition rate of 82.5% and significantly outperforms both the state-of-the-art automatic recognition rate of 64.2% and human experts with recognition rates of 56.6% and 77.8%. Experiments on standard texture datasets confirm that the proposed method is suitable for general texture recognition." @default.
- W2009958428 created "2016-06-24" @default.
- W2009958428 creator A5007656938 @default.
- W2009958428 creator A5017544218 @default.
- W2009958428 date "2013-11-01" @default.
- W2009958428 modified "2023-10-17" @default.
- W2009958428 title "Kernel-mapped histograms of multi-scale LBPs for tree bark recognition" @default.
- W2009958428 cites W1548783750 @default.
- W2009958428 cites W1587891554 @default.
- W2009958428 cites W1589574887 @default.
- W2009958428 cites W1993655741 @default.
- W2009958428 cites W2020681746 @default.
- W2009958428 cites W2039051707 @default.
- W2009958428 cites W2056983531 @default.
- W2009958428 cites W2097290407 @default.
- W2009958428 cites W2112020727 @default.
- W2009958428 cites W2112530506 @default.
- W2009958428 cites W2126357415 @default.
- W2009958428 cites W2126833203 @default.
- W2009958428 cites W2142704643 @default.
- W2009958428 cites W2145560214 @default.
- W2009958428 cites W2163352848 @default.
- W2009958428 cites W2213241010 @default.
- W2009958428 doi "https://doi.org/10.1109/ivcnz.2013.6726996" @default.
- W2009958428 hasPublicationYear "2013" @default.
- W2009958428 type Work @default.
- W2009958428 sameAs 2009958428 @default.
- W2009958428 citedByCount "17" @default.
- W2009958428 countsByYear W20099584282014 @default.
- W2009958428 countsByYear W20099584282015 @default.
- W2009958428 countsByYear W20099584282017 @default.
- W2009958428 countsByYear W20099584282018 @default.
- W2009958428 countsByYear W20099584282019 @default.
- W2009958428 countsByYear W20099584282020 @default.
- W2009958428 countsByYear W20099584282021 @default.
- W2009958428 countsByYear W20099584282022 @default.
- W2009958428 crossrefType "proceedings-article" @default.
- W2009958428 hasAuthorship W2009958428A5007656938 @default.
- W2009958428 hasAuthorship W2009958428A5017544218 @default.
- W2009958428 hasConcept C104317684 @default.
- W2009958428 hasConcept C114614502 @default.
- W2009958428 hasConcept C115961682 @default.
- W2009958428 hasConcept C12267149 @default.
- W2009958428 hasConcept C153180895 @default.
- W2009958428 hasConcept C154945302 @default.
- W2009958428 hasConcept C17426736 @default.
- W2009958428 hasConcept C185592680 @default.
- W2009958428 hasConcept C33923547 @default.
- W2009958428 hasConcept C41008148 @default.
- W2009958428 hasConcept C52622490 @default.
- W2009958428 hasConcept C53533937 @default.
- W2009958428 hasConcept C55493867 @default.
- W2009958428 hasConcept C63479239 @default.
- W2009958428 hasConcept C74193536 @default.
- W2009958428 hasConcept C87335442 @default.
- W2009958428 hasConceptScore W2009958428C104317684 @default.
- W2009958428 hasConceptScore W2009958428C114614502 @default.
- W2009958428 hasConceptScore W2009958428C115961682 @default.
- W2009958428 hasConceptScore W2009958428C12267149 @default.
- W2009958428 hasConceptScore W2009958428C153180895 @default.
- W2009958428 hasConceptScore W2009958428C154945302 @default.
- W2009958428 hasConceptScore W2009958428C17426736 @default.
- W2009958428 hasConceptScore W2009958428C185592680 @default.
- W2009958428 hasConceptScore W2009958428C33923547 @default.
- W2009958428 hasConceptScore W2009958428C41008148 @default.
- W2009958428 hasConceptScore W2009958428C52622490 @default.
- W2009958428 hasConceptScore W2009958428C53533937 @default.
- W2009958428 hasConceptScore W2009958428C55493867 @default.
- W2009958428 hasConceptScore W2009958428C63479239 @default.
- W2009958428 hasConceptScore W2009958428C74193536 @default.
- W2009958428 hasConceptScore W2009958428C87335442 @default.
- W2009958428 hasLocation W20099584281 @default.
- W2009958428 hasOpenAccess W2009958428 @default.
- W2009958428 hasPrimaryLocation W20099584281 @default.
- W2009958428 hasRelatedWork W2085553065 @default.
- W2009958428 hasRelatedWork W2087874231 @default.
- W2009958428 hasRelatedWork W2550539038 @default.
- W2009958428 hasRelatedWork W2752642517 @default.
- W2009958428 hasRelatedWork W2999548501 @default.
- W2009958428 hasRelatedWork W3019149440 @default.
- W2009958428 hasRelatedWork W3101572448 @default.
- W2009958428 hasRelatedWork W3115299363 @default.
- W2009958428 hasRelatedWork W4235736048 @default.
- W2009958428 hasRelatedWork W4244505200 @default.
- W2009958428 isParatext "false" @default.
- W2009958428 isRetracted "false" @default.
- W2009958428 magId "2009958428" @default.
- W2009958428 workType "article" @default.