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Zhongcai Pei

5 accepted papers

2024

Design-Modeling and Control of a Novel Wearable Exoskeleton for Lower-Limb Enhancement

RA-L 2024

In this paper, a novel powered lower limb exoskeleton prototype called PTEXO for reducing user burden and enhancing following comfort is presented. The PTEXO is designed with a new control strategy, Enhanced Sensitivity Amplification Control (ESAC), and improves comfort of lower-limb locomotion thro

Cited by 5SourceScholar
2023

IEBins: Iterative Elastic Bins for Monocular Depth Estimation

NeurIPS 2023poster

Monocular depth estimation (MDE) is a fundamental topic of geometric computer vision and a core technique for many downstream applications. Recently, several methods reframe the MDE as a classification-regression problem where a linear combination of probabilistic distribution and bin centers is use…

2023

NDDepth: Normal-Distance Assisted Monocular Depth Estimation

ICCV 2023oral

Monocular depth estimation has drawn widespread attention from the vision community due to its broad applications. In this paper, we propose a novel physics (geometry)-driven deep learning framework for monocular depth estimation by assuming that 3D scenes are constituted by piece-wise planes. Parti…

Cited by 63PDFcodeScholar
2021

Self-Supervised Learning for Monocular Depth Estimation on Minimally Invasive Surgery Scenes

ICRA 2021poster

Self-supervised learning algorithms that compute depth map from monocular videos have achieved remarkable performance on urban scenes and have been applied extensively. These techniques still face significant challenges, however, when applied directly to endoscopic videos because of the brightness v…

Cited by 20SourceScholar