HDR Video Reconstruction: A Coarse-to-fine Network and A Real-world Benchmark Dataset
Static Scenes
For static scenes, we captured 49 two-exposure and 48 three-exposure sequences, each with 15 − 20 frames. The ground-truth HDR frames for static scenes were generated by merging multi-exposure images. We first averaged images having the same exposure to reduce noise, and then merged multi-exposure images using a weighting function similar to [Deep high dynamic range imaging of dynamic scenes, TOG 2017]. For each scene, we will release 6 − 9 captured frames and the generated HDR frame.
(a) Static Scenes Augmented with Global Motion (2-Exposure)
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(b) Static Scenes Augmented with Global Motion (3-Exposure)
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