TTVFI: Learning Trajectory-Aware Transformer for Video Frame Interpolation

Video frame interpolation (VFI) aims to synthesize an intermediate frame between two consecutive frames. State-of-the-art approaches usually adopt a two-step solution, which includes 1) generating locally-warped pixels by calculating the optical flow based on pre-defined motion patterns (e.g., unifo...

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Veröffentlicht in:	IEEE transactions on image processing 2023-01, Vol.PP, p.1-1
Hauptverfasser:	Liu, Chengxu, Yang, Huan, Fu, Jianlong, Qian, Xueming
Format:	Artikel
Sprache:	eng
Schlagworte:	Consistent motion field Frames (data processing) Interpolation Kernel Optical flow Optical flow (image analysis) Pixels Task analysis Trajectory Trajectory-aware Transformer Transformers Video frame interpolation Visualization
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