Search Results for author: Soon-Heung Jung

Found 2 papers, 1 papers with code

GC-MVSNet: Multi-View, Multi-Scale, Geometrically-Consistent Multi-View Stereo

1 code implementation30 Oct 2023 Vibhas K. Vats, Sripad Joshi, David J. Crandall, Md. Alimoor Reza, Soon-Heung Jung

Traditional multi-view stereo (MVS) methods rely heavily on photometric and geometric consistency constraints, but newer machine learning-based MVS methods check geometric consistency across multiple source views only as a post-processing step.

3D Reconstruction Multi-View 3D Reconstruction +1

Error Diagnosis of Deep Monocular Depth Estimation Models

no code implementations15 Nov 2021 Jagpreet Chawla, Nikhil Thakurdesai, Anuj Godase, Md Reza, David Crandall, Soon-Heung Jung

To address errors in depth estimation, we introduce a novel Depth Error Detection Network (DEDN) that spatially identifies erroneous depth predictions in the monocular depth estimation models.

Depth Prediction Monocular Depth Estimation

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