Search Results for author: Zheming Zhou

Found 5 papers, 0 papers with code

PoCo: Point Context Cluster for RGBD Indoor Place Recognition

no code implementations3 Apr 2024 Jing Liang, Zhuo Deng, Zheming Zhou, Omid Ghasemalizadeh, Dinesh Manocha, Min Sun, Cheng-Hao Kuo, Arnie Sen

We present a novel end-to-end algorithm (PoCo) for the indoor RGB-D place recognition task, aimed at identifying the most likely match for a given query frame within a reference database.

Tabletop Transparent Scene Reconstruction via Epipolar-Guided Optical Flow with Monocular Depth Completion Prior

no code implementations15 Oct 2023 Xiaotong Chen, Zheming Zhou, Zhuo Deng, Omid Ghasemalizadeh, Min Sun, Cheng-Hao Kuo, Arnie Sen

Reconstructing transparent objects using affordable RGB-D cameras is a persistent challenge in robotic perception due to inconsistent appearances across views in the RGB domain and inaccurate depth readings in each single-view.

3D Reconstruction Depth Completion +3

LIT: Light-field Inference of Transparency for Refractive Object Localization

no code implementations2 Oct 2019 Zheming Zhou, Xiaotong Chen, Odest Chadwicke Jenkins

With respect to this ProLIT dataset, we demonstrate that LIT can outperform both state-of-the-art end-to-end pose estimation methods and a generative pose estimator on transparent objects.

Object Object Localization +2

GlassLoc: Plenoptic Grasp Pose Detection in Transparent Clutter

no code implementations10 Sep 2019 Zheming Zhou, Tianyang Pan, Shiyu Wu, Haonan Chang, Odest Chadwicke Jenkins

We present the GlassLoc algorithm for grasp pose detection of transparent objects in transparent clutter using plenoptic sensing.

Transparent objects

Plenoptic Monte Carlo Object Localization for Robot Grasping under Layered Translucency

no code implementations26 Jun 2018 Zheming Zhou, Zhiqiang Sui, Odest Chadwicke Jenkins

In order to fully function in human environments, robot perception will need to account for the uncertainty caused by translucent materials.

Object Localization Transparent objects

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