FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2014697905> ?p ?o ?g. }

• W2014697905 endingPage "118" @default.
• W2014697905 startingPage "104" @default.
• W2014697905 abstract "In this paper we address the problem of robust face recognition by formulating the pattern recognition task as a problem of robust estimation. Using a fundamental concept that in general, patterns from a single object class lie on a linear subspace (Barsi and Jacobs, 2003 [1]), we develop a linear model representing a probe image as a linear combination of class specific galleries. In the presence of noise, the well-conditioned inverse problem is solved using the robust Huber estimation and the decision is ruled in favor of the class with the minimum reconstruction error. The proposed Robust Linear Regression Classification (RLRC) algorithm is extensively evaluated for two important cases of robustness i.e. illumination variations and random pixel corruption. Illumination invariant face recognition is demonstrated on three standard databases under exemplary evaluation protocols reported in the literature. Comprehensive comparative analysis with the state-of-art illumination tolerant approaches indicates a comparable performance index for the proposed RLRC algorithm. The efficiency of the proposed approach in the presence of severe random noise is validated under several exemplary noise models such as dead-pixel problem, salt and pepper noise, speckle noise and Additive White Gaussian Noise (AWGN). The RLRC algorithm is found to be favorable compared with the benchmark generative approaches." @default.
• W2014697905 created "2016-06-24" @default.
• W2014697905 creator A5009750573 @default.
• W2014697905 creator A5017213156 @default.
• W2014697905 creator A5027850279 @default.
• W2014697905 date "2012-01-01" @default.
• W2014697905 modified "2023-10-18" @default.
• W2014697905 title "Robust regression for face recognition" @default.
• W2014697905 cites W1513013675 @default.
• W2014697905 cites W1558513913 @default.
• W2014697905 cites W1902027874 @default.
• W2014697905 cites W1963542926 @default.
• W2014697905 cites W1970325335 @default.
• W2014697905 cites W2033419168 @default.
• W2014697905 cites W2045623976 @default.
• W2014697905 cites W2065762487 @default.
• W2014697905 cites W2089122605 @default.
• W2014697905 cites W2095469431 @default.
• W2014697905 cites W2095999100 @default.
• W2014697905 cites W2097486709 @default.
• W2014697905 cites W2098951409 @default.
• W2014697905 cites W2102544846 @default.
• W2014697905 cites W2107369107 @default.
• W2014697905 cites W2109647201 @default.
• W2014697905 cites W2117553576 @default.
• W2014697905 cites W2120491772 @default.
• W2014697905 cites W2121647436 @default.
• W2014697905 cites W2123921160 @default.
• W2014697905 cites W2125874614 @default.
• W2014697905 cites W2129812935 @default.
• W2014697905 cites W2136860609 @default.
• W2014697905 cites W2138451337 @default.
• W2014697905 cites W2140959843 @default.
• W2014697905 cites W2146164601 @default.
• W2014697905 cites W2146225536 @default.
• W2014697905 cites W2147292045 @default.
• W2014697905 cites W2170059033 @default.
• W2014697905 cites W4210306310 @default.
• W2014697905 cites W4232630924 @default.
• W2014697905 doi "https://doi.org/10.1016/j.patcog.2011.07.003" @default.
• W2014697905 hasPublicationYear "2012" @default.
• W2014697905 type Work @default.
• W2014697905 sameAs 2014697905 @default.
• W2014697905 citedByCount "127" @default.
• W2014697905 countsByYear W20146979052012 @default.
• W2014697905 countsByYear W20146979052013 @default.
• W2014697905 countsByYear W20146979052014 @default.
• W2014697905 countsByYear W20146979052015 @default.
• W2014697905 countsByYear W20146979052016 @default.
• W2014697905 countsByYear W20146979052017 @default.
• W2014697905 countsByYear W20146979052018 @default.
• W2014697905 countsByYear W20146979052019 @default.
• W2014697905 countsByYear W20146979052020 @default.
• W2014697905 countsByYear W20146979052021 @default.
• W2014697905 countsByYear W20146979052022 @default.
• W2014697905 countsByYear W20146979052023 @default.
• W2014697905 crossrefType "journal-article" @default.
• W2014697905 hasAuthorship W2014697905A5009750573 @default.
• W2014697905 hasAuthorship W2014697905A5017213156 @default.
• W2014697905 hasAuthorship W2014697905A5027850279 @default.
• W2014697905 hasConcept C104317684 @default.
• W2014697905 hasConcept C113660513 @default.
• W2014697905 hasConcept C115961682 @default.
• W2014697905 hasConcept C153180895 @default.
• W2014697905 hasConcept C154945302 @default.
• W2014697905 hasConcept C160633673 @default.
• W2014697905 hasConcept C185592680 @default.
• W2014697905 hasConcept C31510193 @default.
• W2014697905 hasConcept C32834561 @default.
• W2014697905 hasConcept C33923547 @default.
• W2014697905 hasConcept C41008148 @default.
• W2014697905 hasConcept C4199805 @default.
• W2014697905 hasConcept C55352655 @default.
• W2014697905 hasConcept C55493867 @default.
• W2014697905 hasConcept C63479239 @default.
• W2014697905 hasConcept C9417928 @default.
• W2014697905 hasConceptScore W2014697905C104317684 @default.
• W2014697905 hasConceptScore W2014697905C113660513 @default.
• W2014697905 hasConceptScore W2014697905C115961682 @default.
• W2014697905 hasConceptScore W2014697905C153180895 @default.
• W2014697905 hasConceptScore W2014697905C154945302 @default.
• W2014697905 hasConceptScore W2014697905C160633673 @default.
• W2014697905 hasConceptScore W2014697905C185592680 @default.
• W2014697905 hasConceptScore W2014697905C31510193 @default.
• W2014697905 hasConceptScore W2014697905C32834561 @default.
• W2014697905 hasConceptScore W2014697905C33923547 @default.
• W2014697905 hasConceptScore W2014697905C41008148 @default.
• W2014697905 hasConceptScore W2014697905C4199805 @default.
• W2014697905 hasConceptScore W2014697905C55352655 @default.
• W2014697905 hasConceptScore W2014697905C55493867 @default.
• W2014697905 hasConceptScore W2014697905C63479239 @default.
• W2014697905 hasConceptScore W2014697905C9417928 @default.
• W2014697905 hasIssue "1" @default.
• W2014697905 hasLocation W20146979051 @default.
• W2014697905 hasOpenAccess W2014697905 @default.
• W2014697905 hasPrimaryLocation W20146979051 @default.
• W2014697905 hasRelatedWork W1968332688 @default.
• W2014697905 hasRelatedWork W1990089311 @default.

• next