Vision-based manipulation of transparent plastic bags in industrial setups

The results indicate that the proposed solution is highly effective for industrial applications requiring precision and adaptability, aligning with the principles of Industry 4.0. By combining advanced vision algorithms, depth sensing, and compliance control, the system offers a robust method for automating challenging tasks. The integration of cobots into such workflows demonstrates significant potential for enhancing efficiency, safety, and sustainability in industrial settings.

Authors

Institutions

Publication Details

Journal
Frontiers in Robotics and AI
Published
2025-01-27
DOI
https://doi.org/10.3389/frobt.2025.1506290
Citations
4
Primary Topic
Digital Transformation in Industry
Type
article
Field-Weighted Citation Impact
4.97
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Vision-based manipulation of transparent plastic bags in industrial setups

R.A. Yadav, A. C. Partridge, Pratik Samant, Yvan Pétillot et al.
4 citations
Frontiers in Robotics and AI
Digital Transformation in Industry
4.97
article

Vision-based manipulation of transparent plastic bags in industrial setups

R.A. Yadav, A. C. Partridge, Pratik Samant, Yvan Pétillot, Maria Koskinopoulou, Ushma D. Upadhyay, Emily G. Pendleton, Finny S. Varghese, S. Shabana, Abhiram Karukayil, Favour O. Adetunji, Richard E. Plant
article en
4 citations

Abstract

The results indicate that the proposed solution is highly effective for industrial applications requiring precision and adaptability, aligning with the principles of Industry 4.0. By combining advanced vision algorithms, depth sensing, and compliance control, the system offers a robust method for automating challenging tasks. The integration of cobots into such workflows demonstrates significant potential for enhancing efficiency, safety, and sustainability in industrial settings.

Frontiers in Robotics and AIVol. 12
Heriot-Watt University (GB)
Industry, innovation and infrastructure
Openalex Percentile: Top 6%
Digital Transformation in Industry
4.97
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.