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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 49PDFcodeScholar
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…