Disentangling Random and Cyclic Effects in Time-lapse Sequences
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Technical Paper
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Research & Education
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DescriptionWe describe a GAN-based technique to disentangle and "re-render" time-lapse sequences in a way that enables separate control over random effects like weather, cyclic effects like seasons and the day-night cycle, and long-term trends. This removes the distracting flicker often seen in long time-lapse sequences.