Video Frame Interpolation With Many-to-Many Splatting and Spatial Selective Refinement

In this work, we first propose a fully differentiable Many-to-Many (M2M) splatting framework to interpolate frames efficiently. Given a frame pair, we estimate multiple bidirectional flows to directly forward warp the pixels to the desired time step before fusing any overlapping pixels. In doing so,...

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Veröffentlicht in:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 46(2024), 2 vom: 13. Feb., Seite 823-836
1. Verfasser: Hu, Ping (VerfasserIn)
Weitere Verfasser: Niklaus, Simon, Zhang, Lu, Sclaroff, Stan, Saenko, Kate
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2024
Zugriff auf das übergeordnete Werk:IEEE transactions on pattern analysis and machine intelligence
Schlagworte:Journal Article