FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4361002078> ?p ?o ?g. }

• W4361002078 endingPage "71" @default.
• W4361002078 startingPage "56" @default.
• W4361002078 abstract "Linear representation based methods have been extensively applied in image recognition, especially for those with noise, illumination changes, and occlusions. However, most existing methods assume a specific distribution for image noise estimation, which is intractable to handle complex variations. Besides, they usually use convex norm to describe the noise sparse and low-rank property, and it is a biased approximation. To address these problems, we propose a novel nonconvex regularized robust mixed error coding (NRRM) method, which uses mixed norms from both 1D and 2D perspectives to model the complex image noise without convex relaxation. In specific, we use weighted ℓ2-norm based robust coding to characterize the sparse noise in images, and weighted matrix nuclear norm to characterize the low-rank noise. Compared with traditional regression approaches, our method can more fine-grained and accurate to capture noise and alleviate its negative influence for robust recognition. Besides, we constrain the representation component in a group-wise manner to weigh the roles of different classes. The NRRM model is solved efficiently by adopting an alternating direction method of multipliers (ADMM) algorithm. Comprehensive experiments on some benchmark face image databases validate the superiority of NRRM over several state-of-the-art linear representation based methods." @default.
• W4361002078 created "2023-03-30" @default.
• W4361002078 creator A5024272804 @default.
• W4361002078 creator A5029937203 @default.
• W4361002078 creator A5047526614 @default.
• W4361002078 creator A5056168495 @default.
• W4361002078 creator A5085413721 @default.
• W4361002078 date "2023-07-01" @default.
• W4361002078 modified "2023-10-14" @default.
• W4361002078 title "A robust mixed error coding method based on nonconvex sparse representation" @default.
• W4361002078 cites W1600550542 @default.
• W4361002078 cites W1980500788 @default.
• W4361002078 cites W2006793117 @default.
• W4361002078 cites W2030158346 @default.
• W4361002078 cites W2043661478 @default.
• W4361002078 cites W2083436148 @default.
• W4361002078 cites W2108165393 @default.
• W4361002078 cites W2123921160 @default.
• W4361002078 cites W2129812935 @default.
• W4361002078 cites W2167577940 @default.
• W4361002078 cites W2585551302 @default.
• W4361002078 cites W2596264631 @default.
• W4361002078 cites W2921567054 @default.
• W4361002078 cites W2925294014 @default.
• W4361002078 cites W2973351188 @default.
• W4361002078 cites W3003465473 @default.
• W4361002078 cites W3005138397 @default.
• W4361002078 cites W3041605346 @default.
• W4361002078 cites W3080652995 @default.
• W4361002078 cites W3090133592 @default.
• W4361002078 cites W3100203369 @default.
• W4361002078 cites W3100830527 @default.
• W4361002078 cites W3102415113 @default.
• W4361002078 cites W3111322046 @default.
• W4361002078 cites W3122534566 @default.
• W4361002078 cites W3128355817 @default.
• W4361002078 cites W3131302628 @default.
• W4361002078 cites W3184602448 @default.
• W4361002078 cites W3192393047 @default.
• W4361002078 cites W4200374718 @default.
• W4361002078 cites W4200616575 @default.
• W4361002078 cites W4226401017 @default.
• W4361002078 cites W4292363360 @default.
• W4361002078 cites W4306953375 @default.
• W4361002078 cites W4312782730 @default.
• W4361002078 doi "https://doi.org/10.1016/j.ins.2023.03.129" @default.
• W4361002078 hasPublicationYear "2023" @default.
• W4361002078 type Work @default.
• W4361002078 citedByCount "0" @default.
• W4361002078 crossrefType "journal-article" @default.
• W4361002078 hasAuthorship W4361002078A5024272804 @default.
• W4361002078 hasAuthorship W4361002078A5029937203 @default.
• W4361002078 hasAuthorship W4361002078A5047526614 @default.
• W4361002078 hasAuthorship W4361002078A5056168495 @default.
• W4361002078 hasAuthorship W4361002078A5085413721 @default.
• W4361002078 hasConcept C11413529 @default.
• W4361002078 hasConcept C115961682 @default.
• W4361002078 hasConcept C121332964 @default.
• W4361002078 hasConcept C124066611 @default.
• W4361002078 hasConcept C153180895 @default.
• W4361002078 hasConcept C154945302 @default.
• W4361002078 hasConcept C158693339 @default.
• W4361002078 hasConcept C17744445 @default.
• W4361002078 hasConcept C191795146 @default.
• W4361002078 hasConcept C199539241 @default.
• W4361002078 hasConcept C27438332 @default.
• W4361002078 hasConcept C2777749129 @default.
• W4361002078 hasConcept C33923547 @default.
• W4361002078 hasConcept C41008148 @default.
• W4361002078 hasConcept C62520636 @default.
• W4361002078 hasConcept C77637269 @default.
• W4361002078 hasConcept C92207270 @default.
• W4361002078 hasConcept C99498987 @default.
• W4361002078 hasConceptScore W4361002078C11413529 @default.
• W4361002078 hasConceptScore W4361002078C115961682 @default.
• W4361002078 hasConceptScore W4361002078C121332964 @default.
• W4361002078 hasConceptScore W4361002078C124066611 @default.
• W4361002078 hasConceptScore W4361002078C153180895 @default.
• W4361002078 hasConceptScore W4361002078C154945302 @default.
• W4361002078 hasConceptScore W4361002078C158693339 @default.
• W4361002078 hasConceptScore W4361002078C17744445 @default.
• W4361002078 hasConceptScore W4361002078C191795146 @default.
• W4361002078 hasConceptScore W4361002078C199539241 @default.
• W4361002078 hasConceptScore W4361002078C27438332 @default.
• W4361002078 hasConceptScore W4361002078C2777749129 @default.
• W4361002078 hasConceptScore W4361002078C33923547 @default.
• W4361002078 hasConceptScore W4361002078C41008148 @default.
• W4361002078 hasConceptScore W4361002078C62520636 @default.
• W4361002078 hasConceptScore W4361002078C77637269 @default.
• W4361002078 hasConceptScore W4361002078C92207270 @default.
• W4361002078 hasConceptScore W4361002078C99498987 @default.
• W4361002078 hasFunder F4320321001 @default.
• W4361002078 hasFunder F4320335440 @default.
• W4361002078 hasLocation W43610020781 @default.
• W4361002078 hasOpenAccess W4361002078 @default.
• W4361002078 hasPrimaryLocation W43610020781 @default.
• W4361002078 hasRelatedWork W1983610137 @default.
• W4361002078 hasRelatedWork W2009766461 @default.

• next