FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2112941959> ?p ?o ?g. }

• W2112941959 abstract "With the emergence of new applications centered around the sharing of image data, questions concerning the protection of the privacy of people visible in the scene arise. Recently, formal methods for the de-identification of images have been proposed which would benefit from multi-factor coding to separate identity and non-identity related factors. However, existing multi-factor models require complete labels during training which are often not available in practice. In this paper we propose a new multi-factor framework which unifies linear, bilinear, and quadratic models. We describe a new fitting algorithm which jointly estimates all model parameters and show that it outperforms the standard alternating algorithm. We furthermore describe how to avoid overfitting the model and how to train the model in a semi-supervised manner. In experiments on a large expression-variant face database we show that data coded using our multi-factor model leads to improved data utility while providing the same privacy protection." @default.
• W2112941959 created "2016-06-24" @default.
• W2112941959 creator A5003508045 @default.
• W2112941959 creator A5033626870 @default.
• W2112941959 creator A5055711524 @default.
• W2112941959 creator A5061943510 @default.
• W2112941959 date "2008-06-01" @default.
• W2112941959 modified "2023-09-27" @default.
• W2112941959 title "Semi-supervised learning of multi-factor models for face de-identification" @default.
• W2112941959 cites W1513013675 @default.
• W2112941959 cites W1555969862 @default.
• W2112941959 cites W2055860749 @default.
• W2112941959 cites W2078626246 @default.
• W2112941959 cites W2082308025 @default.
• W2112941959 cites W2090495691 @default.
• W2112941959 cites W2103958416 @default.
• W2112941959 cites W2116907524 @default.
• W2112941959 cites W2152826865 @default.
• W2112941959 cites W2159024459 @default.
• W2112941959 cites W2160551639 @default.
• W2112941959 cites W2170653751 @default.
• W2112941959 cites W4302564868 @default.
• W2112941959 doi "https://doi.org/10.1109/cvpr.2008.4587369" @default.
• W2112941959 hasPublicationYear "2008" @default.
• W2112941959 type Work @default.
• W2112941959 sameAs 2112941959 @default.
• W2112941959 citedByCount "46" @default.
• W2112941959 countsByYear W21129419592013 @default.
• W2112941959 countsByYear W21129419592014 @default.
• W2112941959 countsByYear W21129419592015 @default.
• W2112941959 countsByYear W21129419592016 @default.
• W2112941959 countsByYear W21129419592017 @default.
• W2112941959 countsByYear W21129419592019 @default.
• W2112941959 countsByYear W21129419592020 @default.
• W2112941959 countsByYear W21129419592021 @default.
• W2112941959 countsByYear W21129419592022 @default.
• W2112941959 countsByYear W21129419592023 @default.
• W2112941959 crossrefType "proceedings-article" @default.
• W2112941959 hasAuthorship W2112941959A5003508045 @default.
• W2112941959 hasAuthorship W2112941959A5033626870 @default.
• W2112941959 hasAuthorship W2112941959A5055711524 @default.
• W2112941959 hasAuthorship W2112941959A5061943510 @default.
• W2112941959 hasBestOaLocation W21129419592 @default.
• W2112941959 hasConcept C105795698 @default.
• W2112941959 hasConcept C116834253 @default.
• W2112941959 hasConcept C119857082 @default.
• W2112941959 hasConcept C121332964 @default.
• W2112941959 hasConcept C124101348 @default.
• W2112941959 hasConcept C129844170 @default.
• W2112941959 hasConcept C144024400 @default.
• W2112941959 hasConcept C153180895 @default.
• W2112941959 hasConcept C154945302 @default.
• W2112941959 hasConcept C179518139 @default.
• W2112941959 hasConcept C199360897 @default.
• W2112941959 hasConcept C205203396 @default.
• W2112941959 hasConcept C22019652 @default.
• W2112941959 hasConcept C24890656 @default.
• W2112941959 hasConcept C2524010 @default.
• W2112941959 hasConcept C2778355321 @default.
• W2112941959 hasConcept C2779304628 @default.
• W2112941959 hasConcept C2781039887 @default.
• W2112941959 hasConcept C31510193 @default.
• W2112941959 hasConcept C31972630 @default.
• W2112941959 hasConcept C33923547 @default.
• W2112941959 hasConcept C36289849 @default.
• W2112941959 hasConcept C41008148 @default.
• W2112941959 hasConcept C50644808 @default.
• W2112941959 hasConcept C59822182 @default.
• W2112941959 hasConcept C67186912 @default.
• W2112941959 hasConcept C77088390 @default.
• W2112941959 hasConcept C86803240 @default.
• W2112941959 hasConceptScore W2112941959C105795698 @default.
• W2112941959 hasConceptScore W2112941959C116834253 @default.
• W2112941959 hasConceptScore W2112941959C119857082 @default.
• W2112941959 hasConceptScore W2112941959C121332964 @default.
• W2112941959 hasConceptScore W2112941959C124101348 @default.
• W2112941959 hasConceptScore W2112941959C129844170 @default.
• W2112941959 hasConceptScore W2112941959C144024400 @default.
• W2112941959 hasConceptScore W2112941959C153180895 @default.
• W2112941959 hasConceptScore W2112941959C154945302 @default.
• W2112941959 hasConceptScore W2112941959C179518139 @default.
• W2112941959 hasConceptScore W2112941959C199360897 @default.
• W2112941959 hasConceptScore W2112941959C205203396 @default.
• W2112941959 hasConceptScore W2112941959C22019652 @default.
• W2112941959 hasConceptScore W2112941959C24890656 @default.
• W2112941959 hasConceptScore W2112941959C2524010 @default.
• W2112941959 hasConceptScore W2112941959C2778355321 @default.
• W2112941959 hasConceptScore W2112941959C2779304628 @default.
• W2112941959 hasConceptScore W2112941959C2781039887 @default.
• W2112941959 hasConceptScore W2112941959C31510193 @default.
• W2112941959 hasConceptScore W2112941959C31972630 @default.
• W2112941959 hasConceptScore W2112941959C33923547 @default.
• W2112941959 hasConceptScore W2112941959C36289849 @default.
• W2112941959 hasConceptScore W2112941959C41008148 @default.
• W2112941959 hasConceptScore W2112941959C50644808 @default.
• W2112941959 hasConceptScore W2112941959C59822182 @default.
• W2112941959 hasConceptScore W2112941959C67186912 @default.
• W2112941959 hasConceptScore W2112941959C77088390 @default.
• W2112941959 hasConceptScore W2112941959C86803240 @default.
• W2112941959 hasLocation W21129419591 @default.

• next