Matches in SemOpenAlex for { <https://semopenalex.org/work/W112581600> ?p ?o ?g. }
Showing items 1 to 98 of
98
with 100 items per page.
- W112581600 abstract "In this paper, we demonstrate that the Adaptive Local Binary Pattern with oriented Standard deviation ALBPS method outperforms the original local binary pattern LBP as well as some of its most recent variants: Adaptive Local Binary Pattern ALBP, Complete Local Binary Pattern CLBP and Local Binary Pattern Variance LBPV. All the descriptors have been tested using two different dataset, KTH-TIPS 2a, a challenging multiclass dataset for material recognition and a binary sperm dataset for vitality classification. Three variants of the non parametric method of nearest neighbours combined with four metric distances have been used in the retrieval step in order to draw a more decisive conclusion. Best results were achieved when describing the images with ALBPS in both datasets. In regard to the KTH-TIPS 2a, the best performance is obtained using the weighted kNN with a 61.47% of hit rate using ALBPS and Chi Square distance, outperforming the ALBP in 1,07% and the original LBP in 6,76%. In relation to the binary sperm dataset, the best result was obtained with ALBPS and a kNN classifier k=9, reaching a 72.66% of hit rate using the Chi Square metric, outperforming the original LBP in 22,47% and the ALBP in 1,22%. In the latter case, the weighted kNN did not improve the results achieved using just kNN. Taking this results into account, we can determine that ALBPS has more discriminant power for image retrieval than the rest of the tested LBP variants in different image contexts." @default.
- W112581600 created "2016-06-24" @default.
- W112581600 creator A5014935641 @default.
- W112581600 creator A5020546469 @default.
- W112581600 creator A5054621528 @default.
- W112581600 creator A5088478509 @default.
- W112581600 date "2013-01-01" @default.
- W112581600 modified "2023-09-27" @default.
- W112581600 title "Evaluation of LBP Variants Using Several Metrics and kNN Classifiers" @default.
- W112581600 cites W1495411363 @default.
- W112581600 cites W170103267 @default.
- W112581600 cites W1968190894 @default.
- W112581600 cites W1985636418 @default.
- W112581600 cites W2006327656 @default.
- W112581600 cites W2018104743 @default.
- W112581600 cites W2030519531 @default.
- W112581600 cites W2039051707 @default.
- W112581600 cites W2087200191 @default.
- W112581600 cites W2147141800 @default.
- W112581600 cites W2152153386 @default.
- W112581600 cites W2153786187 @default.
- W112581600 cites W43843498 @default.
- W112581600 cites W57305733 @default.
- W112581600 doi "https://doi.org/10.1007/978-3-642-41062-8_15" @default.
- W112581600 hasPublicationYear "2013" @default.
- W112581600 type Work @default.
- W112581600 sameAs 112581600 @default.
- W112581600 citedByCount "4" @default.
- W112581600 countsByYear W1125816002014 @default.
- W112581600 countsByYear W1125816002019 @default.
- W112581600 countsByYear W1125816002020 @default.
- W112581600 countsByYear W1125816002021 @default.
- W112581600 crossrefType "book-chapter" @default.
- W112581600 hasAuthorship W112581600A5014935641 @default.
- W112581600 hasAuthorship W112581600A5020546469 @default.
- W112581600 hasAuthorship W112581600A5054621528 @default.
- W112581600 hasAuthorship W112581600A5088478509 @default.
- W112581600 hasConcept C105795698 @default.
- W112581600 hasConcept C113238511 @default.
- W112581600 hasConcept C115961682 @default.
- W112581600 hasConcept C117251300 @default.
- W112581600 hasConcept C153180895 @default.
- W112581600 hasConcept C154945302 @default.
- W112581600 hasConcept C162324750 @default.
- W112581600 hasConcept C176217482 @default.
- W112581600 hasConcept C21547014 @default.
- W112581600 hasConcept C24145651 @default.
- W112581600 hasConcept C33923547 @default.
- W112581600 hasConcept C41008148 @default.
- W112581600 hasConcept C48372109 @default.
- W112581600 hasConcept C53533937 @default.
- W112581600 hasConcept C69738355 @default.
- W112581600 hasConcept C87335442 @default.
- W112581600 hasConcept C94375191 @default.
- W112581600 hasConceptScore W112581600C105795698 @default.
- W112581600 hasConceptScore W112581600C113238511 @default.
- W112581600 hasConceptScore W112581600C115961682 @default.
- W112581600 hasConceptScore W112581600C117251300 @default.
- W112581600 hasConceptScore W112581600C153180895 @default.
- W112581600 hasConceptScore W112581600C154945302 @default.
- W112581600 hasConceptScore W112581600C162324750 @default.
- W112581600 hasConceptScore W112581600C176217482 @default.
- W112581600 hasConceptScore W112581600C21547014 @default.
- W112581600 hasConceptScore W112581600C24145651 @default.
- W112581600 hasConceptScore W112581600C33923547 @default.
- W112581600 hasConceptScore W112581600C41008148 @default.
- W112581600 hasConceptScore W112581600C48372109 @default.
- W112581600 hasConceptScore W112581600C53533937 @default.
- W112581600 hasConceptScore W112581600C69738355 @default.
- W112581600 hasConceptScore W112581600C87335442 @default.
- W112581600 hasConceptScore W112581600C94375191 @default.
- W112581600 hasLocation W1125816001 @default.
- W112581600 hasOpenAccess W112581600 @default.
- W112581600 hasPrimaryLocation W1125816001 @default.
- W112581600 hasRelatedWork W2126262471 @default.
- W112581600 hasRelatedWork W2144689516 @default.
- W112581600 hasRelatedWork W2295341487 @default.
- W112581600 hasRelatedWork W2536142931 @default.
- W112581600 hasRelatedWork W2760957381 @default.
- W112581600 hasRelatedWork W2770331144 @default.
- W112581600 hasRelatedWork W2856960272 @default.
- W112581600 hasRelatedWork W2896248782 @default.
- W112581600 hasRelatedWork W3011024327 @default.
- W112581600 hasRelatedWork W3042534232 @default.
- W112581600 hasRelatedWork W3091939503 @default.
- W112581600 hasRelatedWork W3094122938 @default.
- W112581600 hasRelatedWork W3094715825 @default.
- W112581600 hasRelatedWork W3104209662 @default.
- W112581600 hasRelatedWork W3140924497 @default.
- W112581600 hasRelatedWork W3171973817 @default.
- W112581600 hasRelatedWork W3174856141 @default.
- W112581600 hasRelatedWork W3208154979 @default.
- W112581600 hasRelatedWork W42214827 @default.
- W112581600 hasRelatedWork W2953622211 @default.
- W112581600 isParatext "false" @default.
- W112581600 isRetracted "false" @default.
- W112581600 magId "112581600" @default.
- W112581600 workType "book-chapter" @default.