SeeGroup formulates per-pixel multi-layer depth as a point process with permutation-invariant likelihood to support arbitrary groupings, raising quadruplet relative depth accuracy from 61.34% to 70.09% on the LayeredDepth benchmark.
Multi-label stereo matching for transparent scene depth estimation.arXiv preprint arXiv:2505.14008, 2025
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SeeGroup: Multi-Layer Depth Estimation of Transparent Surfaces via Self-Determined Grouping
SeeGroup formulates per-pixel multi-layer depth as a point process with permutation-invariant likelihood to support arbitrary groupings, raising quadruplet relative depth accuracy from 61.34% to 70.09% on the LayeredDepth benchmark.