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Fadi Khatib

2 accepted papers

2025

RESfM: Robust Deep Equivariant Structure from Motion

ICLR 2025poster

Multiview Structure from Motion is a fundamental and challenging computer vision problem. A recent deep-based approach utilized matrix equivariant architectures for simultaneous recovery of camera pose and 3D scene structure from large image collections. That work, however, made the unrealistic assu…

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2024

Consensus Learning with Deep Sets for Essential Matrix Estimation

NeurIPS 2024poster

Robust estimation of the essential matrix, which encodes the relative position and orientation of two cameras, is a fundamental step in structure from motion pipelines. Recent deep-based methods achieved accurate estimation by using complex network architectures that involve graphs, attention layers…