FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2234733705> ?p ?o ?g. }

• W2234733705 abstract "A new learnable high-order ordinal Markov-Gibbs field model of textures.Fast analytic learning of up to 8th-order potentials and iteraction structures.Texture-specific local binary/ternary patterns for accurate retrieval.Learning shapes, sizes, and numbers of patterns for every query image.Learned descriptors outperform conventional hand-picked ones. Frequent in practice spatially variant contrast/offset deviations that preserve image appearance hinder classification based on signal co-occurrence statistics. Contrast/offset-invariant descriptors of ordinal signal relations, such as local binary or ternary patterns (LBP/LTP), are popular means to overcome this drawback. This paper extends conventional LBP/LTP-based classifiers towards learning, rather than prescribing most characteristic shapes, sizes, and numbers of these patterns for semi-supervised texture classification and retrieval. The goal is to discriminate a particular texture represented by a single training or query sample from other types of textures. The proposed learning framework models images as samples from a high-order ordinal Markov-Gibbs random field (MGRF). Approximate analytical estimates of the model parameters guide selecting characteristic patterns of a given order, the higher order patterns being learned on the basis of the already found lower order ones. Comparative experiments on four texture databases confirmed that classifiers with the learned multiple LTPs from the 3rd to 8th order consistently outperform more conventional ones with the prescribed 9th-order fixed-shape LBP/LTPs or a few other filters." @default.
• W2234733705 created "2016-06-24" @default.
• W2234733705 creator A5023531951 @default.
• W2234733705 creator A5047114006 @default.
• W2234733705 creator A5078157026 @default.
• W2234733705 date "2016-02-01" @default.
• W2234733705 modified "2023-09-27" @default.
• W2234733705 title "Learnable high-order MGRF models for contrast-invariant texture recognition" @default.
• W2234733705 cites W1484228140 @default.
• W2234733705 cites W1966876020 @default.
• W2234733705 cites W1975959625 @default.
• W2234733705 cites W1976692368 @default.
• W2234733705 cites W1978238148 @default.
• W2234733705 cites W1991183060 @default.
• W2234733705 cites W1993655741 @default.
• W2234733705 cites W1994967090 @default.
• W2234733705 cites W1999334096 @default.
• W2234733705 cites W2001232772 @default.
• W2234733705 cites W2039051707 @default.
• W2234733705 cites W2044465660 @default.
• W2234733705 cites W2051730763 @default.
• W2234733705 cites W2054279472 @default.
• W2234733705 cites W2089575713 @default.
• W2234733705 cites W2101309634 @default.
• W2234733705 cites W2107495274 @default.
• W2234733705 cites W2107693148 @default.
• W2234733705 cites W2108082645 @default.
• W2234733705 cites W2114358147 @default.
• W2234733705 cites W2116877738 @default.
• W2234733705 cites W2117251230 @default.
• W2234733705 cites W2125148312 @default.
• W2234733705 cites W2126159571 @default.
• W2234733705 cites W2126833203 @default.
• W2234733705 cites W2127006916 @default.
• W2234733705 cites W2128118354 @default.
• W2234733705 cites W2128221187 @default.
• W2234733705 cites W2130184048 @default.
• W2234733705 cites W2131081720 @default.
• W2234733705 cites W2132047332 @default.
• W2234733705 cites W2136218851 @default.
• W2234733705 cites W2150920547 @default.
• W2234733705 cites W2152548630 @default.
• W2234733705 cites W2163352848 @default.
• W2234733705 cites W4243620453 @default.
• W2234733705 cites W4245193022 @default.
• W2234733705 doi "https://doi.org/10.1016/j.cviu.2015.06.010" @default.
• W2234733705 hasPublicationYear "2016" @default.
• W2234733705 type Work @default.
• W2234733705 sameAs 2234733705 @default.
• W2234733705 citedByCount "2" @default.
• W2234733705 countsByYear W22347337052015 @default.
• W2234733705 countsByYear W22347337052021 @default.
• W2234733705 crossrefType "journal-article" @default.
• W2234733705 hasAuthorship W2234733705A5023531951 @default.
• W2234733705 hasAuthorship W2234733705A5047114006 @default.
• W2234733705 hasAuthorship W2234733705A5078157026 @default.
• W2234733705 hasConcept C105795698 @default.
• W2234733705 hasConcept C115961682 @default.
• W2234733705 hasConcept C153180895 @default.
• W2234733705 hasConcept C154945302 @default.
• W2234733705 hasConcept C190470478 @default.
• W2234733705 hasConcept C2776502983 @default.
• W2234733705 hasConcept C33923547 @default.
• W2234733705 hasConcept C37914503 @default.
• W2234733705 hasConcept C41008148 @default.
• W2234733705 hasConcept C53533937 @default.
• W2234733705 hasConcept C87335442 @default.
• W2234733705 hasConcept C98763669 @default.
• W2234733705 hasConceptScore W2234733705C105795698 @default.
• W2234733705 hasConceptScore W2234733705C115961682 @default.
• W2234733705 hasConceptScore W2234733705C153180895 @default.
• W2234733705 hasConceptScore W2234733705C154945302 @default.
• W2234733705 hasConceptScore W2234733705C190470478 @default.
• W2234733705 hasConceptScore W2234733705C2776502983 @default.
• W2234733705 hasConceptScore W2234733705C33923547 @default.
• W2234733705 hasConceptScore W2234733705C37914503 @default.
• W2234733705 hasConceptScore W2234733705C41008148 @default.
• W2234733705 hasConceptScore W2234733705C53533937 @default.
• W2234733705 hasConceptScore W2234733705C87335442 @default.
• W2234733705 hasConceptScore W2234733705C98763669 @default.
• W2234733705 hasLocation W22347337051 @default.
• W2234733705 hasOpenAccess W2234733705 @default.
• W2234733705 hasPrimaryLocation W22347337051 @default.
• W2234733705 hasRelatedWork W1496659369 @default.
• W2234733705 hasRelatedWork W1613448102 @default.
• W2234733705 hasRelatedWork W1886795254 @default.
• W2234733705 hasRelatedWork W1971877752 @default.
• W2234733705 hasRelatedWork W1983441949 @default.
• W2234733705 hasRelatedWork W1993166783 @default.
• W2234733705 hasRelatedWork W2039935818 @default.
• W2234733705 hasRelatedWork W2056960117 @default.
• W2234733705 hasRelatedWork W2083503457 @default.
• W2234733705 hasRelatedWork W2100458901 @default.
• W2234733705 hasRelatedWork W2130481596 @default.
• W2234733705 hasRelatedWork W2146966357 @default.
• W2234733705 hasRelatedWork W2182261334 @default.
• W2234733705 hasRelatedWork W2288550246 @default.
• W2234733705 hasRelatedWork W2344947483 @default.
• W2234733705 hasRelatedWork W2442649653 @default.
• W2234733705 hasRelatedWork W2600746990 @default.

• next