← Search

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…

Cited by 0SourcePDFScholar
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…