Video Enhancement with Task-Oriented Flow

Many video enhancement algorithms rely on optical flow to register frames in a video sequence. Precise flow estimation is however intractable; and optical flow itself is often a sub-optimal representation for particular video processing tasks... (read more)

PDF Abstract
TASK DATASET MODEL METRIC NAME METRIC VALUE GLOBAL RANK RESULT BENCHMARK
Video Frame Interpolation Middlebury ToFlow Interpolation Error 5.49 # 6
Video Frame Interpolation Vimeo90k ToFlow PSNR 33.73 # 9

Methods used in the Paper


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