Matches in SemOpenAlex for { <https://semopenalex.org/work/W4319299922> ?p ?o ?g. }
- W4319299922 abstract "We propose a simple yet effective algorithm for motion-based video frame interpolation. Existing motion-based interpolation methods typically rely on an off-the-shelf optical flow model or a U-Net based pyramid network for motion estimation, which either suffer from large model size or limited capacity in handling various challenging motion cases. In this work, we present a novel compact model to simultaneously estimate the bi-directional motions between input frames. It is designed by carefully adapting the ingredients (e.g., warping, correlation) in optical flow research for simultaneous bi-directional motion estimation within a flexible pyramid recurrent framework. Our motion estimator is extremely lightweight (15x smaller than PWC-Net), yet enables reliable handling of large and complex motion cases. Based on estimated bi-directional motions, we employ a synthesis network to fuse forward-warped representations and predict the intermediate frame. Our method achieves excellent performance on a broad range of frame interpolation benchmarks. Code and trained models are available at https://github.com/srcn-ivl/EBME." @default.
- W4319299922 created "2023-02-07" @default.
- W4319299922 creator A5000122982 @default.
- W4319299922 creator A5010479652 @default.
- W4319299922 creator A5020609129 @default.
- W4319299922 creator A5023817948 @default.
- W4319299922 creator A5033391090 @default.
- W4319299922 creator A5043742831 @default.
- W4319299922 creator A5060308901 @default.
- W4319299922 date "2023-01-01" @default.
- W4319299922 modified "2023-10-01" @default.
- W4319299922 title "Enhanced Bi-directional Motion Estimation for Video Frame Interpolation" @default.
- W4319299922 cites W1528563793 @default.
- W4319299922 cites W2126926806 @default.
- W4319299922 cites W2147253850 @default.
- W4319299922 cites W2560474170 @default.
- W4319299922 cites W2586480386 @default.
- W4319299922 cites W2949258649 @default.
- W4319299922 cites W2963093735 @default.
- W4319299922 cites W2963268050 @default.
- W4319299922 cites W2963483509 @default.
- W4319299922 cites W2963782415 @default.
- W4319299922 cites W2963891416 @default.
- W4319299922 cites W2964251418 @default.
- W4319299922 cites W2980116241 @default.
- W4319299922 cites W2997150500 @default.
- W4319299922 cites W2998645105 @default.
- W4319299922 cites W3034921716 @default.
- W4319299922 cites W3035239272 @default.
- W4319299922 cites W3102015846 @default.
- W4319299922 cites W3203041407 @default.
- W4319299922 cites W3212711171 @default.
- W4319299922 cites W4214626557 @default.
- W4319299922 cites W4312857869 @default.
- W4319299922 doi "https://doi.org/10.1109/wacv56688.2023.00502" @default.
- W4319299922 hasPublicationYear "2023" @default.
- W4319299922 type Work @default.
- W4319299922 citedByCount "3" @default.
- W4319299922 countsByYear W43192999222023 @default.
- W4319299922 crossrefType "proceedings-article" @default.
- W4319299922 hasAuthorship W4319299922A5000122982 @default.
- W4319299922 hasAuthorship W4319299922A5010479652 @default.
- W4319299922 hasAuthorship W4319299922A5020609129 @default.
- W4319299922 hasAuthorship W4319299922A5023817948 @default.
- W4319299922 hasAuthorship W4319299922A5033391090 @default.
- W4319299922 hasAuthorship W4319299922A5043742831 @default.
- W4319299922 hasAuthorship W4319299922A5060308901 @default.
- W4319299922 hasBestOaLocation W43192999222 @default.
- W4319299922 hasConcept C10161872 @default.
- W4319299922 hasConcept C104114177 @default.
- W4319299922 hasConcept C11413529 @default.
- W4319299922 hasConcept C115961682 @default.
- W4319299922 hasConcept C126042441 @default.
- W4319299922 hasConcept C128840427 @default.
- W4319299922 hasConcept C137800194 @default.
- W4319299922 hasConcept C142575187 @default.
- W4319299922 hasConcept C154945302 @default.
- W4319299922 hasConcept C155542232 @default.
- W4319299922 hasConcept C157202957 @default.
- W4319299922 hasConcept C167510206 @default.
- W4319299922 hasConcept C172849965 @default.
- W4319299922 hasConcept C174493125 @default.
- W4319299922 hasConcept C202474056 @default.
- W4319299922 hasConcept C2524010 @default.
- W4319299922 hasConcept C31972630 @default.
- W4319299922 hasConcept C33923547 @default.
- W4319299922 hasConcept C39394851 @default.
- W4319299922 hasConcept C41008148 @default.
- W4319299922 hasConcept C65483669 @default.
- W4319299922 hasConcept C72560505 @default.
- W4319299922 hasConcept C76155785 @default.
- W4319299922 hasConceptScore W4319299922C10161872 @default.
- W4319299922 hasConceptScore W4319299922C104114177 @default.
- W4319299922 hasConceptScore W4319299922C11413529 @default.
- W4319299922 hasConceptScore W4319299922C115961682 @default.
- W4319299922 hasConceptScore W4319299922C126042441 @default.
- W4319299922 hasConceptScore W4319299922C128840427 @default.
- W4319299922 hasConceptScore W4319299922C137800194 @default.
- W4319299922 hasConceptScore W4319299922C142575187 @default.
- W4319299922 hasConceptScore W4319299922C154945302 @default.
- W4319299922 hasConceptScore W4319299922C155542232 @default.
- W4319299922 hasConceptScore W4319299922C157202957 @default.
- W4319299922 hasConceptScore W4319299922C167510206 @default.
- W4319299922 hasConceptScore W4319299922C172849965 @default.
- W4319299922 hasConceptScore W4319299922C174493125 @default.
- W4319299922 hasConceptScore W4319299922C202474056 @default.
- W4319299922 hasConceptScore W4319299922C2524010 @default.
- W4319299922 hasConceptScore W4319299922C31972630 @default.
- W4319299922 hasConceptScore W4319299922C33923547 @default.
- W4319299922 hasConceptScore W4319299922C39394851 @default.
- W4319299922 hasConceptScore W4319299922C41008148 @default.
- W4319299922 hasConceptScore W4319299922C65483669 @default.
- W4319299922 hasConceptScore W4319299922C72560505 @default.
- W4319299922 hasConceptScore W4319299922C76155785 @default.
- W4319299922 hasLocation W43192999221 @default.
- W4319299922 hasLocation W43192999222 @default.
- W4319299922 hasOpenAccess W4319299922 @default.
- W4319299922 hasPrimaryLocation W43192999221 @default.
- W4319299922 hasRelatedWork W2048730704 @default.
- W4319299922 hasRelatedWork W2065863567 @default.