FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3209888943> ?p ?o ?g. }

• W3209888943 endingPage "90" @default.
• W3209888943 startingPage "81" @default.
• W3209888943 abstract "The image synthesis technique is relatively well established which can generate facial images that are indistinguishable even by human beings. However, all of these approaches uses gradients to condition the output, resulting in the outputting the same image with the same input. Also, they can only generate images with basic expression or mimic an expression instead of generating compound expression. In real life, however, human expressions are of great diversity and complexity. In this paper, we propose an evolutionary algorithm (EA) assisted GAN, named EvoGAN, to generate various compound expressions with any accurate target compound expression. EvoGAN uses an EA to search target results in the data distribution learned by GAN. Specifically, we use the Facial Action Coding System (FACS) as the encoding of an EA and use a pre-trained GAN to generate human facial images, and then use a pre-trained classifier to recognize the expression composition of the synthesized images as the fitness function to guide the search of the EA. Combined random searching algorithm, various images with the target expression can be easily sythesized. Quantitative and Qualitative results are presented on several compound expressions, and the experimental results demonstrate the feasibility and the potential of EvoGAN. The source code is available at https://github.com/ECNU-Cross-Innovation-Lab/EvoGAN." @default.
• W3209888943 created "2021-11-08" @default.
• W3209888943 creator A5001154571 @default.
• W3209888943 creator A5009791750 @default.
• W3209888943 creator A5016048145 @default.
• W3209888943 creator A5021393404 @default.
• W3209888943 creator A5050248676 @default.
• W3209888943 creator A5051945922 @default.
• W3209888943 creator A5085891781 @default.
• W3209888943 date "2022-01-01" @default.
• W3209888943 modified "2023-10-17" @default.
• W3209888943 title "EvoGAN: An evolutionary computation assisted GAN" @default.
• W3209888943 cites W2883861033 @default.
• W3209888943 cites W2963626105 @default.
• W3209888943 cites W2964121818 @default.
• W3209888943 cites W2964989774 @default.
• W3209888943 cites W3021941015 @default.
• W3209888943 cites W3040948237 @default.
• W3209888943 cites W3096831136 @default.
• W3209888943 cites W4214897085 @default.
• W3209888943 cites W4285752776 @default.
• W3209888943 doi "https://doi.org/10.1016/j.neucom.2021.10.060" @default.
• W3209888943 hasPublicationYear "2022" @default.
• W3209888943 type Work @default.
• W3209888943 sameAs 3209888943 @default.
• W3209888943 citedByCount "7" @default.
• W3209888943 countsByYear W32098889432022 @default.
• W3209888943 countsByYear W32098889432023 @default.
• W3209888943 crossrefType "journal-article" @default.
• W3209888943 hasAuthorship W3209888943A5001154571 @default.
• W3209888943 hasAuthorship W3209888943A5009791750 @default.
• W3209888943 hasAuthorship W3209888943A5016048145 @default.
• W3209888943 hasAuthorship W3209888943A5021393404 @default.
• W3209888943 hasAuthorship W3209888943A5050248676 @default.
• W3209888943 hasAuthorship W3209888943A5051945922 @default.
• W3209888943 hasAuthorship W3209888943A5085891781 @default.
• W3209888943 hasBestOaLocation W32098889432 @default.
• W3209888943 hasConcept C105795698 @default.
• W3209888943 hasConcept C111919701 @default.
• W3209888943 hasConcept C11413529 @default.
• W3209888943 hasConcept C115961682 @default.
• W3209888943 hasConcept C125411270 @default.
• W3209888943 hasConcept C153180895 @default.
• W3209888943 hasConcept C154945302 @default.
• W3209888943 hasConcept C177264268 @default.
• W3209888943 hasConcept C179518139 @default.
• W3209888943 hasConcept C195704467 @default.
• W3209888943 hasConcept C199360897 @default.
• W3209888943 hasConcept C2776760102 @default.
• W3209888943 hasConcept C2987714656 @default.
• W3209888943 hasConcept C31510193 @default.
• W3209888943 hasConcept C31972630 @default.
• W3209888943 hasConcept C33923547 @default.
• W3209888943 hasConcept C40346341 @default.
• W3209888943 hasConcept C41008148 @default.
• W3209888943 hasConcept C43126263 @default.
• W3209888943 hasConcept C45374587 @default.
• W3209888943 hasConcept C90559484 @default.
• W3209888943 hasConcept C95623464 @default.
• W3209888943 hasConceptScore W3209888943C105795698 @default.
• W3209888943 hasConceptScore W3209888943C111919701 @default.
• W3209888943 hasConceptScore W3209888943C11413529 @default.
• W3209888943 hasConceptScore W3209888943C115961682 @default.
• W3209888943 hasConceptScore W3209888943C125411270 @default.
• W3209888943 hasConceptScore W3209888943C153180895 @default.
• W3209888943 hasConceptScore W3209888943C154945302 @default.
• W3209888943 hasConceptScore W3209888943C177264268 @default.
• W3209888943 hasConceptScore W3209888943C179518139 @default.
• W3209888943 hasConceptScore W3209888943C195704467 @default.
• W3209888943 hasConceptScore W3209888943C199360897 @default.
• W3209888943 hasConceptScore W3209888943C2776760102 @default.
• W3209888943 hasConceptScore W3209888943C2987714656 @default.
• W3209888943 hasConceptScore W3209888943C31510193 @default.
• W3209888943 hasConceptScore W3209888943C31972630 @default.
• W3209888943 hasConceptScore W3209888943C33923547 @default.
• W3209888943 hasConceptScore W3209888943C40346341 @default.
• W3209888943 hasConceptScore W3209888943C41008148 @default.
• W3209888943 hasConceptScore W3209888943C43126263 @default.
• W3209888943 hasConceptScore W3209888943C45374587 @default.
• W3209888943 hasConceptScore W3209888943C90559484 @default.
• W3209888943 hasConceptScore W3209888943C95623464 @default.
• W3209888943 hasFunder F4320321540 @default.
• W3209888943 hasFunder F4320321885 @default.
• W3209888943 hasFunder F4320335787 @default.
• W3209888943 hasLocation W32098889431 @default.
• W3209888943 hasLocation W32098889432 @default.
• W3209888943 hasOpenAccess W3209888943 @default.
• W3209888943 hasPrimaryLocation W32098889431 @default.
• W3209888943 hasRelatedWork W2037083117 @default.
• W3209888943 hasRelatedWork W2053487528 @default.
• W3209888943 hasRelatedWork W2125430195 @default.
• W3209888943 hasRelatedWork W2166757221 @default.
• W3209888943 hasRelatedWork W2169126105 @default.
• W3209888943 hasRelatedWork W2911555634 @default.
• W3209888943 hasRelatedWork W3042772878 @default.
• W3209888943 hasRelatedWork W3096509145 @default.
• W3209888943 hasRelatedWork W3194078543 @default.
• W3209888943 hasRelatedWork W2217461731 @default.

• next