FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2187146779> ?p ?o ?g. }

• W2187146779 endingPage "247" @default.
• W2187146779 startingPage "239" @default.
• W2187146779 abstract "In this paper, we propose a new method for improving the performance of 2D descriptors by building an n-layer image using different preprocessing approaches from which multilayer descriptors are extracted and used as feature vectors for training a Support Vector Machine. The different preprocessing approaches are used to build different n-layer images (n=3, n=5, etc.). We test both color and gray-level images, two well-known texture descriptors (Local Phase Quantization and Local Binary Pattern), and three of their variants suited for n-layer images (Volume Local Phase Quantization, Local Phase Quantization Three-Orthogonal-Planes, and Volume Local Binary Patterns). Our results show that multilayers and texture descriptors can be combined to outperform the standard single-layer approaches. Experiments on 10 datasets demonstrate the generalizability of the proposed descriptors. Most of these datasets are medical, but in each case the images are very different. Two datasets are completely unrelated to medicine and are included to demonstrate the discriminative power of the proposed descriptors across very different image recognition tasks. A MATLAB version of the complete system developed in this paper will be made available at https://www.dei.unipd.it/node/2357." @default.
• W2187146779 created "2016-06-24" @default.
• W2187146779 creator A5007729428 @default.
• W2187146779 creator A5062639338 @default.
• W2187146779 creator A5062894420 @default.
• W2187146779 date "2016-05-01" @default.
• W2187146779 modified "2023-09-24" @default.
• W2187146779 title "Multilayer descriptors for medical image classification" @default.
• W2187146779 cites W12728872 @default.
• W2187146779 cites W1582347098 @default.
• W2187146779 cites W1607979445 @default.
• W2187146779 cites W1979363507 @default.
• W2187146779 cites W1987444808 @default.
• W2187146779 cites W2002287862 @default.
• W2187146779 cites W2002813366 @default.
• W2187146779 cites W2006095608 @default.
• W2187146779 cites W2013300501 @default.
• W2187146779 cites W2020040086 @default.
• W2187146779 cites W2020293494 @default.
• W2187146779 cites W2022429403 @default.
• W2187146779 cites W2039051707 @default.
• W2187146779 cites W2044465660 @default.
• W2187146779 cites W2045258909 @default.
• W2187146779 cites W2046781710 @default.
• W2187146779 cites W2056052642 @default.
• W2187146779 cites W2073751678 @default.
• W2187146779 cites W2089575713 @default.
• W2187146779 cites W2097290407 @default.
• W2187146779 cites W2098914003 @default.
• W2187146779 cites W2105994593 @default.
• W2187146779 cites W2108082645 @default.
• W2187146779 cites W2111993661 @default.
• W2187146779 cites W2125148312 @default.
• W2187146779 cites W2132984323 @default.
• W2187146779 cites W2134380836 @default.
• W2187146779 cites W2139042094 @default.
• W2187146779 cites W2139916508 @default.
• W2187146779 cites W2143899944 @default.
• W2187146779 cites W2159589665 @default.
• W2187146779 doi "https://doi.org/10.1016/j.compbiomed.2015.11.010" @default.
• W2187146779 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/26656952" @default.
• W2187146779 hasPublicationYear "2016" @default.
• W2187146779 type Work @default.
• W2187146779 sameAs 2187146779 @default.
• W2187146779 citedByCount "10" @default.
• W2187146779 countsByYear W21871467792016 @default.
• W2187146779 countsByYear W21871467792017 @default.
• W2187146779 countsByYear W21871467792018 @default.
• W2187146779 countsByYear W21871467792019 @default.
• W2187146779 countsByYear W21871467792020 @default.
• W2187146779 countsByYear W21871467792022 @default.
• W2187146779 crossrefType "journal-article" @default.
• W2187146779 hasAuthorship W2187146779A5007729428 @default.
• W2187146779 hasAuthorship W2187146779A5062639338 @default.
• W2187146779 hasAuthorship W2187146779A5062894420 @default.
• W2187146779 hasConcept C115961682 @default.
• W2187146779 hasConcept C12267149 @default.
• W2187146779 hasConcept C153180895 @default.
• W2187146779 hasConcept C154945302 @default.
• W2187146779 hasConcept C28855332 @default.
• W2187146779 hasConcept C31972630 @default.
• W2187146779 hasConcept C33923547 @default.
• W2187146779 hasConcept C34736171 @default.
• W2187146779 hasConcept C41008148 @default.
• W2187146779 hasConcept C48372109 @default.
• W2187146779 hasConcept C52622490 @default.
• W2187146779 hasConcept C53533937 @default.
• W2187146779 hasConcept C87335442 @default.
• W2187146779 hasConcept C94375191 @default.
• W2187146779 hasConcept C97931131 @default.
• W2187146779 hasConceptScore W2187146779C115961682 @default.
• W2187146779 hasConceptScore W2187146779C12267149 @default.
• W2187146779 hasConceptScore W2187146779C153180895 @default.
• W2187146779 hasConceptScore W2187146779C154945302 @default.
• W2187146779 hasConceptScore W2187146779C28855332 @default.
• W2187146779 hasConceptScore W2187146779C31972630 @default.
• W2187146779 hasConceptScore W2187146779C33923547 @default.
• W2187146779 hasConceptScore W2187146779C34736171 @default.
• W2187146779 hasConceptScore W2187146779C41008148 @default.
• W2187146779 hasConceptScore W2187146779C48372109 @default.
• W2187146779 hasConceptScore W2187146779C52622490 @default.
• W2187146779 hasConceptScore W2187146779C53533937 @default.
• W2187146779 hasConceptScore W2187146779C87335442 @default.
• W2187146779 hasConceptScore W2187146779C94375191 @default.
• W2187146779 hasConceptScore W2187146779C97931131 @default.
• W2187146779 hasLocation W21871467791 @default.
• W2187146779 hasLocation W21871467792 @default.
• W2187146779 hasOpenAccess W2187146779 @default.
• W2187146779 hasPrimaryLocation W21871467791 @default.
• W2187146779 hasRelatedWork W1546966002 @default.
• W2187146779 hasRelatedWork W1966028303 @default.
• W2187146779 hasRelatedWork W1972656095 @default.
• W2187146779 hasRelatedWork W2016839265 @default.
• W2187146779 hasRelatedWork W2049862374 @default.
• W2187146779 hasRelatedWork W2285052147 @default.
• W2187146779 hasRelatedWork W2482909787 @default.
• W2187146779 hasRelatedWork W2560749169 @default.
• W2187146779 hasRelatedWork W3003836766 @default.

• next