GIGA-ToF denoises ToF depth video by fusing motion-invariant per-pixel correlation graphs across frames with an unrolled graph-regularized network, beating prior methods on the synthetic DVToF benchmark.
Unsupervised domain adaptation for tof data denoising with adversarial learning
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Consistent Time-of-Flight Depth Denoising via Graph-Informed Geometric Attention
GIGA-ToF denoises ToF depth video by fusing motion-invariant per-pixel correlation graphs across frames with an unrolled graph-regularized network, beating prior methods on the synthetic DVToF benchmark.