Matches in SemOpenAlex for { <https://semopenalex.org/work/W4297707175> ?p ?o ?g. }
Showing items 1 to 74 of
74
with 100 items per page.
- W4297707175 abstract "Two-dimensional singular decomposition (2DSVD) has been widely used for image processing tasks, such as image reconstruction, classification, and clustering. However, traditional 2DSVD algorithm is based on the mean square error (MSE) loss, which is sensitive to outliers. To overcome this problem, we propose a robust 2DSVD framework based on a generalized kernel risk sensitive loss (GKRSL-2DSVD) which is more robust to noise and and outliers. Since the proposed objective function is non-convex, a majorization-minimization algorithm is developed to efficiently solve it with guaranteed convergence. The proposed framework has inherent properties of processing non-centered data, rotational invariant, being easily extended to higher order spaces. Experimental results on public databases demonstrate that the performance of the proposed method on different applications significantly outperforms that of all the benchmarks." @default.
- W4297707175 created "2022-09-30" @default.
- W4297707175 creator A5063479373 @default.
- W4297707175 creator A5077430251 @default.
- W4297707175 date "2020-05-10" @default.
- W4297707175 modified "2023-09-25" @default.
- W4297707175 title "A Generalized Kernel Risk Sensitive Loss for Robust Two-Dimensional Singular Value Decomposition" @default.
- W4297707175 doi "https://doi.org/10.48550/arxiv.2005.04671" @default.
- W4297707175 hasPublicationYear "2020" @default.
- W4297707175 type Work @default.
- W4297707175 citedByCount "0" @default.
- W4297707175 crossrefType "posted-content" @default.
- W4297707175 hasAuthorship W4297707175A5063479373 @default.
- W4297707175 hasAuthorship W4297707175A5077430251 @default.
- W4297707175 hasBestOaLocation W42977071751 @default.
- W4297707175 hasConcept C109282560 @default.
- W4297707175 hasConcept C11413529 @default.
- W4297707175 hasConcept C114614502 @default.
- W4297707175 hasConcept C121332964 @default.
- W4297707175 hasConcept C126255220 @default.
- W4297707175 hasConcept C153180895 @default.
- W4297707175 hasConcept C154945302 @default.
- W4297707175 hasConcept C158693339 @default.
- W4297707175 hasConcept C162324750 @default.
- W4297707175 hasConcept C190470478 @default.
- W4297707175 hasConcept C22789450 @default.
- W4297707175 hasConcept C2777303404 @default.
- W4297707175 hasConcept C2777818330 @default.
- W4297707175 hasConcept C33923547 @default.
- W4297707175 hasConcept C37914503 @default.
- W4297707175 hasConcept C41008148 @default.
- W4297707175 hasConcept C50522688 @default.
- W4297707175 hasConcept C62520636 @default.
- W4297707175 hasConcept C73555534 @default.
- W4297707175 hasConcept C74193536 @default.
- W4297707175 hasConcept C79337645 @default.
- W4297707175 hasConceptScore W4297707175C109282560 @default.
- W4297707175 hasConceptScore W4297707175C11413529 @default.
- W4297707175 hasConceptScore W4297707175C114614502 @default.
- W4297707175 hasConceptScore W4297707175C121332964 @default.
- W4297707175 hasConceptScore W4297707175C126255220 @default.
- W4297707175 hasConceptScore W4297707175C153180895 @default.
- W4297707175 hasConceptScore W4297707175C154945302 @default.
- W4297707175 hasConceptScore W4297707175C158693339 @default.
- W4297707175 hasConceptScore W4297707175C162324750 @default.
- W4297707175 hasConceptScore W4297707175C190470478 @default.
- W4297707175 hasConceptScore W4297707175C22789450 @default.
- W4297707175 hasConceptScore W4297707175C2777303404 @default.
- W4297707175 hasConceptScore W4297707175C2777818330 @default.
- W4297707175 hasConceptScore W4297707175C33923547 @default.
- W4297707175 hasConceptScore W4297707175C37914503 @default.
- W4297707175 hasConceptScore W4297707175C41008148 @default.
- W4297707175 hasConceptScore W4297707175C50522688 @default.
- W4297707175 hasConceptScore W4297707175C62520636 @default.
- W4297707175 hasConceptScore W4297707175C73555534 @default.
- W4297707175 hasConceptScore W4297707175C74193536 @default.
- W4297707175 hasConceptScore W4297707175C79337645 @default.
- W4297707175 hasLocation W42977071751 @default.
- W4297707175 hasLocation W42977071752 @default.
- W4297707175 hasOpenAccess W4297707175 @default.
- W4297707175 hasPrimaryLocation W42977071751 @default.
- W4297707175 hasRelatedWork W1568377519 @default.
- W4297707175 hasRelatedWork W2027797887 @default.
- W4297707175 hasRelatedWork W2093203368 @default.
- W4297707175 hasRelatedWork W2110459882 @default.
- W4297707175 hasRelatedWork W2752840150 @default.
- W4297707175 hasRelatedWork W2886567328 @default.
- W4297707175 hasRelatedWork W2963896462 @default.
- W4297707175 hasRelatedWork W2971305668 @default.
- W4297707175 hasRelatedWork W3147193950 @default.
- W4297707175 hasRelatedWork W4293396279 @default.
- W4297707175 isParatext "false" @default.
- W4297707175 isRetracted "false" @default.
- W4297707175 workType "article" @default.