2023
Introducing Explicit Gaze Constraints to Face Swapping
Wilson E, Shic F, Jain E. Introducing Explicit Gaze Constraints to Face Swapping. 2023, 1-7. DOI: 10.1145/3588015.3588416.Peer-Reviewed Original ResearchFace swapsHuman-computer interactionNovel loss functionComputer interactionFace SwappingTraining dataLoss functionLoss metricsSynthetic facesEye regionFace identityFull faceClassifierAttributesGazeSwappingDetection effortsEntertainmentMetricsClassificationTechnologyConstraintsNaturalnessApplicationsMethod
2022
Style transformed synthetic images for real world gaze estimation by using residual neural network with embedded personal identities
Wang Q, Wang H, Dang R, Zhu G, Pi H, Shic F, Hu B. Style transformed synthetic images for real world gaze estimation by using residual neural network with embedded personal identities. Applied Intelligence 2022, 53: 2026-2041. DOI: 10.1007/s10489-022-03481-9.Peer-Reviewed Original ResearchGaze directionNatural human-robot interactionPersonal identitySynthetic imagesHuman-robot interactionResidual neural networkNeural network structureSignificant performance gainsGaze estimationBenchmark datasetsTraining dataArt resultsNeural networkGaze interactionCurrent best resultsSocial communicationPerformance gainsReal worldNew personBetter resultsStyle transformationNetwork structureDatasetImagesNetwork