FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2022631295> ?p ?o ?g. }

• W2022631295 endingPage "1593" @default.
• W2022631295 startingPage "1582" @default.
• W2022631295 abstract "To take full advantage of hyperspectral information, to avoid data redundancy and to address the curse of dimensionality concern, dimensionality reduction (DR) becomes particularly important to analyze hyperspectral data. Exploring the tensor characteristic of hyperspectral data, a DR algorithm based on class-aware tensor neighborhood graph and patch alignment is proposed here. First, hyperspectral data are represented in the tensor form through a window field to keep the spatial information of each pixel. Second, using a tensor distance criterion, a class-aware tensor neighborhood graph containing discriminating information is obtained. In the third step, employing the patch alignment framework extended to the tensor space, we can obtain global optimal spectral-spatial information. Finally, the solution of the tensor subspace is calculated using an iterative method and low-dimensional projection matrixes for hyperspectral data are obtained accordingly. The proposed method effectively explores the spectral and spatial information in hyperspectral data simultaneously. Experimental results on 3 real hyperspectral datasets show that, compared with some popular vector- and tensor-based DR algorithms, the proposed method can yield better performance with less tensor training samples required." @default.
• W2022631295 created "2016-06-24" @default.
• W2022631295 creator A5000868256 @default.
• W2022631295 creator A5013420855 @default.
• W2022631295 creator A5051587486 @default.
• W2022631295 creator A5076286892 @default.
• W2022631295 date "2015-08-01" @default.
• W2022631295 modified "2023-10-17" @default.
• W2022631295 title "Dimensionality Reduction for Hyperspectral Data Based on Class-Aware Tensor Neighborhood Graph and Patch Alignment" @default.
• W2022631295 cites W1999047277 @default.
• W2022631295 cites W2007449884 @default.
• W2022631295 cites W2010797000 @default.
• W2022631295 cites W2012189377 @default.
• W2022631295 cites W2016860790 @default.
• W2022631295 cites W2022292358 @default.
• W2022631295 cites W2024981653 @default.
• W2022631295 cites W2041040579 @default.
• W2022631295 cites W2043665634 @default.
• W2022631295 cites W2071429201 @default.
• W2022631295 cites W2072509929 @default.
• W2022631295 cites W2074091762 @default.
• W2022631295 cites W2079390300 @default.
• W2022631295 cites W2094034700 @default.
• W2022631295 cites W2094492907 @default.
• W2022631295 cites W2096683380 @default.
• W2022631295 cites W2097153652 @default.
• W2022631295 cites W2097308346 @default.
• W2022631295 cites W2103537693 @default.
• W2022631295 cites W2110940063 @default.
• W2022631295 cites W2113055885 @default.
• W2022631295 cites W2118796925 @default.
• W2022631295 cites W2121647436 @default.
• W2022631295 cites W2126740276 @default.
• W2022631295 cites W2128944533 @default.
• W2022631295 cites W2132822263 @default.
• W2022631295 cites W2141200867 @default.
• W2022631295 cites W2142431032 @default.
• W2022631295 cites W2149134618 @default.
• W2022631295 cites W2154624311 @default.
• W2022631295 cites W2155027016 @default.
• W2022631295 cites W2156571432 @default.
• W2022631295 cites W2157282013 @default.
• W2022631295 doi "https://doi.org/10.1109/tnnls.2014.2339222" @default.
• W2022631295 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/25222955" @default.
• W2022631295 hasPublicationYear "2015" @default.
• W2022631295 type Work @default.
• W2022631295 sameAs 2022631295 @default.
• W2022631295 citedByCount "44" @default.
• W2022631295 countsByYear W20226312952015 @default.
• W2022631295 countsByYear W20226312952016 @default.
• W2022631295 countsByYear W20226312952017 @default.
• W2022631295 countsByYear W20226312952018 @default.
• W2022631295 countsByYear W20226312952019 @default.
• W2022631295 countsByYear W20226312952020 @default.
• W2022631295 countsByYear W20226312952021 @default.
• W2022631295 countsByYear W20226312952022 @default.
• W2022631295 countsByYear W20226312952023 @default.
• W2022631295 crossrefType "journal-article" @default.
• W2022631295 hasAuthorship W2022631295A5000868256 @default.
• W2022631295 hasAuthorship W2022631295A5013420855 @default.
• W2022631295 hasAuthorship W2022631295A5051587486 @default.
• W2022631295 hasAuthorship W2022631295A5076286892 @default.
• W2022631295 hasConcept C105795698 @default.
• W2022631295 hasConcept C111030470 @default.
• W2022631295 hasConcept C111919701 @default.
• W2022631295 hasConcept C11413529 @default.
• W2022631295 hasConcept C132525143 @default.
• W2022631295 hasConcept C152124472 @default.
• W2022631295 hasConcept C153180895 @default.
• W2022631295 hasConcept C154945302 @default.
• W2022631295 hasConcept C155281189 @default.
• W2022631295 hasConcept C159078339 @default.
• W2022631295 hasConcept C159620131 @default.
• W2022631295 hasConcept C202444582 @default.
• W2022631295 hasConcept C32834561 @default.
• W2022631295 hasConcept C33923547 @default.
• W2022631295 hasConcept C41008148 @default.
• W2022631295 hasConcept C70518039 @default.
• W2022631295 hasConcept C80444323 @default.
• W2022631295 hasConceptScore W2022631295C105795698 @default.
• W2022631295 hasConceptScore W2022631295C111030470 @default.
• W2022631295 hasConceptScore W2022631295C111919701 @default.
• W2022631295 hasConceptScore W2022631295C11413529 @default.
• W2022631295 hasConceptScore W2022631295C132525143 @default.
• W2022631295 hasConceptScore W2022631295C152124472 @default.
• W2022631295 hasConceptScore W2022631295C153180895 @default.
• W2022631295 hasConceptScore W2022631295C154945302 @default.
• W2022631295 hasConceptScore W2022631295C155281189 @default.
• W2022631295 hasConceptScore W2022631295C159078339 @default.
• W2022631295 hasConceptScore W2022631295C159620131 @default.
• W2022631295 hasConceptScore W2022631295C202444582 @default.
• W2022631295 hasConceptScore W2022631295C32834561 @default.
• W2022631295 hasConceptScore W2022631295C33923547 @default.
• W2022631295 hasConceptScore W2022631295C41008148 @default.
• W2022631295 hasConceptScore W2022631295C70518039 @default.
• W2022631295 hasConceptScore W2022631295C80444323 @default.
• W2022631295 hasFunder F4320321001 @default.
• W2022631295 hasFunder F4320335787 @default.

• next