Presentation

· Contributors · Organizations · Search Program · My Schedule · Happening Now · Maps

This content is available for: Full Conference, Full Conference Supporter, Virtual Access, Exhibitor Full Conference, Thursday. Upgrade Registration

Scale-invariant Monocular Depth Estimation via SSI Depth

SessionComputational Cameras and Displays

DescriptionWe propose leveraging SSI depth estimation to achieve highly detailed SI-only depth in the wild. This streamlines the network's role and facilitates in-the-wild generalization for SI-only depth estimation. Using a synthetic dataset and a novel sparse ordinal loss, our method generates detailed depth with practical usability in computational photography applications.

Authors

S. Mahdi H. Miangoleh

Simon Fraser University

Mahesh Reddy

Simon Fraser University

Yağız Aksoy

Simon Fraser University