← Search

Antyanta Bangunharcana

2 accepted papers

2023

DualRefine: Self-Supervised Depth and Pose Estimation Through Iterative Epipolar Sampling and Refinement Toward Equilibrium

CVPR 2023poster

Self-supervised multi-frame depth estimation achieves high accuracy by computing matching costs of pixel correspondences between adjacent frames, injecting geometric information into the network. These pixel-correspondence candidates are computed based on the relative pose estimates between the fram…

2021

Correlate-and-Excite: Real-Time Stereo Matching via Guided Cost Volume Excitation

IROS 2021poster

Volumetric deep learning approach towards stereo matching aggregates a cost volume computed from input left and right images using 3D convolutions. Recent works showed that utilization of extracted image features and a spatially varying cost volume aggregation complements 3D convolutions. However, e…

Cited by 85SourcecodeScholar