← Search

Nitin Bansal

2 accepted papers

2022

PlaneMVS: 3D Plane Reconstruction From Multi-View Stereo

CVPR 2022poster

We present a novel framework named PlaneMVS for 3D plane reconstruction from multiple input views with known camera poses. Most previous learning-based plane reconstruction methods reconstruct 3D planes from single images, which highly rely on single-view regression and suffer from depth scale ambig…

Cited by 49PDF ↗code ↗Scholar ↗
2018

Can We Gain More from Orthogonality Regularizations in Training Deep Networks?

NeurIPS 2018poster

This paper seeks to answer the question: as the (near-) orthogonality of weights is found to be a favorable property for training deep convolutional neural networks, how can we enforce it in more effective and easy-to-use ways? We develop novel orthogonality regularizations on training deep CNNs, ut…