Matches in SemOpenAlex for { <https://semopenalex.org/work/W3209172219> ?p ?o ?g. }
Showing items 1 to 100 of
100
with 100 items per page.
- W3209172219 abstract "There has been significant development in the facial recognition technology during past few decades. This technology has been widely used by different organizations and governments for defense, security, and surveillance projects. Furthermore, it has now been incorporated into our daily usages, such as consumer applications, personal data protection, or cyber-security, particularly while using smartphones. Most of these systems work very efficient, however, there are some challenges related to the accuracy of results of facial recognition systems when tested on images of people with dark skin. As a matter of fact, various studies demonstrate higher accuracy when tested on data set with white skin personnel, while exhibit a much lesser accuracy when the same algorithms are tested on dataset of people with dark skin. This article highlights the variation in accuracy of existing facial recognition algorithms when applied to dark-skinned people. Furthermore, as a principal contribution it presents a hybrid algorithm based on Gaussian and Explicit rule model that improves the accuracy for face-detection for dark skinned people. Thorough experimental evaluation has been conducted with a data set of black faces by first identifying skin and non-skin regions and then applying skin segmentation. The results have been compared with existing face detection algorithms with a clear improvement in the accuracy of 89% for dark skin." @default.
- W3209172219 created "2021-11-08" @default.
- W3209172219 creator A5010064223 @default.
- W3209172219 creator A5036358030 @default.
- W3209172219 creator A5046334747 @default.
- W3209172219 creator A5052791434 @default.
- W3209172219 date "2021-01-01" @default.
- W3209172219 modified "2023-09-25" @default.
- W3209172219 title "A Hybrid Algorithm for Face Detection to avoid Racial Inequity due to Dark Skin" @default.
- W3209172219 cites W1731114447 @default.
- W3209172219 cites W1948854330 @default.
- W3209172219 cites W1997402346 @default.
- W3209172219 cites W2029230120 @default.
- W3209172219 cites W2038594232 @default.
- W3209172219 cites W2089886618 @default.
- W3209172219 cites W2106309274 @default.
- W3209172219 cites W2110018117 @default.
- W3209172219 cites W2121643471 @default.
- W3209172219 cites W2131753463 @default.
- W3209172219 cites W2145023731 @default.
- W3209172219 cites W2164115409 @default.
- W3209172219 cites W2208693901 @default.
- W3209172219 cites W2548166588 @default.
- W3209172219 cites W2555592887 @default.
- W3209172219 cites W2593035626 @default.
- W3209172219 cites W2615760147 @default.
- W3209172219 cites W2987002398 @default.
- W3209172219 cites W3010093963 @default.
- W3209172219 cites W3034724037 @default.
- W3209172219 cites W3035741257 @default.
- W3209172219 cites W3119994080 @default.
- W3209172219 cites W3120485916 @default.
- W3209172219 cites W3184439821 @default.
- W3209172219 cites W2117429779 @default.
- W3209172219 doi "https://doi.org/10.1109/access.2021.3122870" @default.
- W3209172219 hasPublicationYear "2021" @default.
- W3209172219 type Work @default.
- W3209172219 sameAs 3209172219 @default.
- W3209172219 citedByCount "0" @default.
- W3209172219 crossrefType "journal-article" @default.
- W3209172219 hasAuthorship W3209172219A5010064223 @default.
- W3209172219 hasAuthorship W3209172219A5036358030 @default.
- W3209172219 hasAuthorship W3209172219A5046334747 @default.
- W3209172219 hasAuthorship W3209172219A5052791434 @default.
- W3209172219 hasBestOaLocation W32091722191 @default.
- W3209172219 hasConcept C11413529 @default.
- W3209172219 hasConcept C119857082 @default.
- W3209172219 hasConcept C144024400 @default.
- W3209172219 hasConcept C153180895 @default.
- W3209172219 hasConcept C154945302 @default.
- W3209172219 hasConcept C177264268 @default.
- W3209172219 hasConcept C191070858 @default.
- W3209172219 hasConcept C199360897 @default.
- W3209172219 hasConcept C2778561401 @default.
- W3209172219 hasConcept C2779304628 @default.
- W3209172219 hasConcept C3019497199 @default.
- W3209172219 hasConcept C31510193 @default.
- W3209172219 hasConcept C36289849 @default.
- W3209172219 hasConcept C41008148 @default.
- W3209172219 hasConcept C4641261 @default.
- W3209172219 hasConcept C54355233 @default.
- W3209172219 hasConcept C58489278 @default.
- W3209172219 hasConcept C86803240 @default.
- W3209172219 hasConcept C89600930 @default.
- W3209172219 hasConceptScore W3209172219C11413529 @default.
- W3209172219 hasConceptScore W3209172219C119857082 @default.
- W3209172219 hasConceptScore W3209172219C144024400 @default.
- W3209172219 hasConceptScore W3209172219C153180895 @default.
- W3209172219 hasConceptScore W3209172219C154945302 @default.
- W3209172219 hasConceptScore W3209172219C177264268 @default.
- W3209172219 hasConceptScore W3209172219C191070858 @default.
- W3209172219 hasConceptScore W3209172219C199360897 @default.
- W3209172219 hasConceptScore W3209172219C2778561401 @default.
- W3209172219 hasConceptScore W3209172219C2779304628 @default.
- W3209172219 hasConceptScore W3209172219C3019497199 @default.
- W3209172219 hasConceptScore W3209172219C31510193 @default.
- W3209172219 hasConceptScore W3209172219C36289849 @default.
- W3209172219 hasConceptScore W3209172219C41008148 @default.
- W3209172219 hasConceptScore W3209172219C4641261 @default.
- W3209172219 hasConceptScore W3209172219C54355233 @default.
- W3209172219 hasConceptScore W3209172219C58489278 @default.
- W3209172219 hasConceptScore W3209172219C86803240 @default.
- W3209172219 hasConceptScore W3209172219C89600930 @default.
- W3209172219 hasLocation W32091722191 @default.
- W3209172219 hasOpenAccess W3209172219 @default.
- W3209172219 hasPrimaryLocation W32091722191 @default.
- W3209172219 hasRelatedWork W13600758 @default.
- W3209172219 hasRelatedWork W13607926 @default.
- W3209172219 hasRelatedWork W13824394 @default.
- W3209172219 hasRelatedWork W14462282 @default.
- W3209172219 hasRelatedWork W14587445 @default.
- W3209172219 hasRelatedWork W2583009 @default.
- W3209172219 hasRelatedWork W4771408 @default.
- W3209172219 hasRelatedWork W5801530 @default.
- W3209172219 hasRelatedWork W6006274 @default.
- W3209172219 hasRelatedWork W7906055 @default.
- W3209172219 isParatext "false" @default.
- W3209172219 isRetracted "false" @default.
- W3209172219 magId "3209172219" @default.
- W3209172219 workType "article" @default.