Search Results for author: Zheyu Zhuang

Found 4 papers, 1 papers with code

GoferBot: A Visual Guided Human-Robot Collaborative Assembly System

no code implementations18 Apr 2023 Zheyu Zhuang, Yizhak Ben-Shabat, Jiahao Zhang, Stephen Gould, Robert Mahony

It is composed of a visual servoing module that reaches and grasps assembly parts in an unstructured multi-instance and dynamic environment, an action recognition module that performs human action prediction for implicit communication, and a visual handover module that uses the perceptual understanding of human behaviour to produce an intuitive and efficient collaborative assembly experience.

Action Recognition

Stereo Hybrid Event-Frame (SHEF) Cameras for 3D Perception

1 code implementation11 Oct 2021 Ziwei Wang, Liyuan Pan, Yonhon Ng, Zheyu Zhuang, Robert Mahony

We provide a SHEF dataset targeted at evaluating disparity estimation algorithms and introduce a stereo disparity estimation algorithm that uses edge information extracted from the event stream correlated with the edge detected in the frame data.

Disparity Estimation Stereo Depth Estimation +2

Iterative Optimisation with an Innovation CNN for Pose Refinement

no code implementations22 Jan 2021 Gerard Kennedy, Zheyu Zhuang, Xin Yu, Robert Mahony

Object pose estimation from a single RGB image is a challenging problem due to variable lighting conditions and viewpoint changes.

Object Pose Estimation

6DoF Object Pose Estimation via Differentiable Proxy Voting Loss

no code implementations10 Feb 2020 Xin Yu, Zheyu Zhuang, Piotr Koniusz, Hongdong Li

In this paper, we aim to reduce such errors by incorporating the distances between pixels and keypoints into our objective.

Object Pose Estimation

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