Paper Shape Tracking System Using Point Cloud and Physical Model

This study introduces a novel paper shape tracking system that utilizes multiple depth cameras and a physical model. The system accomplishes stable paper shape tracking by capturing the paper’s shape as point cloud data from five depth cameras and compensating for any missing data points. We have devised a real-time point cloud registration method to accurately represent the folded state of the paper based on elasto-plastic deformation, enabling precise paper shape tracking. In our experiments, we successfully demonstrated the tracking of the paper’s shape using origami paper.

Authors

Institutions

Publication Details

Published
2024-11-20
DOI
https://doi.org/10.1109/cbs61689.2024.10860574
Primary Topic
Industrial Vision Systems and Defect Detection
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Paper Shape Tracking System Using Point Cloud and Physical Model

Akio Namiki, S. Takahashi, Hiroto Arasaki
Industrial Vision Systems and Defect Detection
article

Paper Shape Tracking System Using Point Cloud and Physical Model

Akio Namiki, S. Takahashi, Hiroto Arasaki
article en

Abstract

This study introduces a novel paper shape tracking system that utilizes multiple depth cameras and a physical model. The system accomplishes stable paper shape tracking by capturing the paper’s shape as point cloud data from five depth cameras and compensating for any missing data points. We have devised a real-time point cloud registration method to accurately represent the folded state of the paper based on elasto-plastic deformation, enabling precise paper shape tracking. In our experiments, we successfully demonstrated the tracking of the paper’s shape using origami paper.

Chiba University (JP)
Climate action
Openalex Percentile: Top 60%
Industrial Vision Systems and Defect Detection
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.