Matches in SemOpenAlex for { <https://semopenalex.org/work/W3017364690> ?p ?o ?g. }
Showing items 1 to 79 of
79
with 100 items per page.
- W3017364690 abstract "Recent studies on appearance based gaze estimation indicate the ability of Neural Networks to decode gaze information from facial images encompassing pose information. In this paper, we propose Gaze-Net: A capsule network capable of decoding, representing, and estimating gaze information from ocular region images. We evaluate our proposed system using two publicly available datasets, MPIIGaze (200,000+ images in the wild) and Columbia Gaze (5000+ images of users with 21 gaze directions observed at 5 camera angles/positions). Our model achieves a Mean Absolute Error (MAE) of 2.84$^circ$ for Combined angle error estimate within dataset for MPI-IGaze dataset. Further, model achieves a MAE of 10.04$^circ$ for across dataset gaze estimation error for Columbia gaze dataset. Through transfer learning, the error is reduced to 5.9$^circ$. The results show this approach is promising with implications towards using commodity webcams to develop low-cost multi-user gaze tracking systems." @default.
- W3017364690 created "2020-04-24" @default.
- W3017364690 creator A5048398447 @default.
- W3017364690 creator A5051538923 @default.
- W3017364690 creator A5076257035 @default.
- W3017364690 date "2020-04-16" @default.
- W3017364690 modified "2023-09-27" @default.
- W3017364690 title "Gaze-Net: Appearance-Based Gaze Estimation using Capsule Networks" @default.
- W3017364690 cites W1986291329 @default.
- W3017364690 cites W1988798713 @default.
- W3017364690 cites W2004128235 @default.
- W3017364690 cites W2123000084 @default.
- W3017364690 cites W2143427281 @default.
- W3017364690 cites W2468114283 @default.
- W3017364690 cites W2566422630 @default.
- W3017364690 cites W2574742418 @default.
- W3017364690 cites W2593093587 @default.
- W3017364690 cites W2598992495 @default.
- W3017364690 cites W2806887026 @default.
- W3017364690 cites W2963525576 @default.
- W3017364690 cites W2963703618 @default.
- W3017364690 cites W2966661 @default.
- W3017364690 hasPublicationYear "2020" @default.
- W3017364690 type Work @default.
- W3017364690 sameAs 3017364690 @default.
- W3017364690 citedByCount "0" @default.
- W3017364690 crossrefType "posted-content" @default.
- W3017364690 hasAuthorship W3017364690A5048398447 @default.
- W3017364690 hasAuthorship W3017364690A5051538923 @default.
- W3017364690 hasAuthorship W3017364690A5076257035 @default.
- W3017364690 hasConcept C11413529 @default.
- W3017364690 hasConcept C154945302 @default.
- W3017364690 hasConcept C15744967 @default.
- W3017364690 hasConcept C19417346 @default.
- W3017364690 hasConcept C2775936607 @default.
- W3017364690 hasConcept C2779916870 @default.
- W3017364690 hasConcept C31972630 @default.
- W3017364690 hasConcept C41008148 @default.
- W3017364690 hasConcept C50644808 @default.
- W3017364690 hasConcept C56461940 @default.
- W3017364690 hasConcept C57273362 @default.
- W3017364690 hasConceptScore W3017364690C11413529 @default.
- W3017364690 hasConceptScore W3017364690C154945302 @default.
- W3017364690 hasConceptScore W3017364690C15744967 @default.
- W3017364690 hasConceptScore W3017364690C19417346 @default.
- W3017364690 hasConceptScore W3017364690C2775936607 @default.
- W3017364690 hasConceptScore W3017364690C2779916870 @default.
- W3017364690 hasConceptScore W3017364690C31972630 @default.
- W3017364690 hasConceptScore W3017364690C41008148 @default.
- W3017364690 hasConceptScore W3017364690C50644808 @default.
- W3017364690 hasConceptScore W3017364690C56461940 @default.
- W3017364690 hasConceptScore W3017364690C57273362 @default.
- W3017364690 hasLocation W30173646901 @default.
- W3017364690 hasOpenAccess W3017364690 @default.
- W3017364690 hasPrimaryLocation W30173646901 @default.
- W3017364690 hasRelatedWork W1971251683 @default.
- W3017364690 hasRelatedWork W1995694455 @default.
- W3017364690 hasRelatedWork W2412743583 @default.
- W3017364690 hasRelatedWork W2501364065 @default.
- W3017364690 hasRelatedWork W2549802453 @default.
- W3017364690 hasRelatedWork W2766555419 @default.
- W3017364690 hasRelatedWork W2778268008 @default.
- W3017364690 hasRelatedWork W2895535699 @default.
- W3017364690 hasRelatedWork W2901397311 @default.
- W3017364690 hasRelatedWork W2953126257 @default.
- W3017364690 hasRelatedWork W2962835718 @default.
- W3017364690 hasRelatedWork W2963148766 @default.
- W3017364690 hasRelatedWork W3005758474 @default.
- W3017364690 hasRelatedWork W3046260746 @default.
- W3017364690 hasRelatedWork W3093575810 @default.
- W3017364690 hasRelatedWork W3094021148 @default.
- W3017364690 hasRelatedWork W3128407251 @default.
- W3017364690 hasRelatedWork W3173241892 @default.
- W3017364690 hasRelatedWork W3181971102 @default.
- W3017364690 hasRelatedWork W3204273983 @default.
- W3017364690 isParatext "false" @default.
- W3017364690 isRetracted "false" @default.
- W3017364690 magId "3017364690" @default.
- W3017364690 workType "article" @default.