Harnessing SPAD Noise for Improved Indoor Depth Estimation
Overview
HSN uses SPAD noise as a prior to enhance indoor depth estimation, achieving state-of-the-art accuracy and strong zero-shot generalization in unseen environments. Challenges include scale ambiguity, edge bleeding, and limited generalization in MDE.
Generated from attributed reports · Updated 2 hours ago
Event evidence and corrections
0 attributed source owners. Ownership does not establish independent confirmation. Quantities are reported separately and are never added together.
No current evidence-backed claims. Missing information remains not reported.
Report timeline
Follow attributed reports and material updates.
- arXiv Robotics — research abstractsUsing SPAD Noise for Improved Indoor Depth Estimation
HSN leverages SPAD noise as an informative prior to enhance depth estimation. It achieves state-of-the-art accuracy in indoor settings and shows strong zero-shot generalization.
Event coverage history
There is not enough continuous observation data to show a trend.
Timezone · UTC
Article dates follow your selected timezone. Briefing editions use Hong Kong time (UTC+8).