Literature review: Computer vision applications in transportation logistics and warehousing

A Naumann, F Hertlein, L Dörr, S Thoma… - arXiv preprint arXiv …, 2023 - arxiv.org
Computer vision applications in transportation logistics and warehousing have a huge
potential for process automation. We present a structured literature review on research in the …

A computer vision pipeline for automatic large-scale inventory tracking

S Gregory, U Singh, J Gray, J Hobbs - Proceedings of the 2021 ACM …, 2021 - dl.acm.org
Monitoring and tracking inventory is one of the most important aspects of administrating any
large-scale enterprise operation that involves physical goods. One of the most evident …

Loco: Logistics objects in context

C Mayershofer, DM Holm, B Molter… - 2020 19th IEEE …, 2020 - ieeexplore.ieee.org
Machine perception is a key challenge towards autonomous systems. Especially in the field
of computer vision, numerous novel approaches have been introduced in recent years. This …

Piwims: Physics informed warehouse inventory monitory via synthetic data generation

JD Falcao, PSS Baweja, Y Wang, A Sangpetch… - Adjunct Proceedings of …, 2021 - dl.acm.org
State-of-the-art camera-based deep learning methods for inventory monitoring tend to fail to
generalize across different domains due to the high variance of scene settings. Large …

An industry 4.0-ready visual analytics model for context-aware diagnosis in smart manufacturing

L Kaupp, K Nazemi, B Humm - 2020 24th International …, 2020 - ieeexplore.ieee.org
The integrated cyber-physical systems in Smart Manufacturing generate continuously vast
amount of data. These complex data are difficult to assess and gather knowledge about the …

[图书][B] Advances in Computer Vision: Proceedings of the 2019 Computer Vision Conference (CVC), Volume 2

K Arai, S Kapoor - 2019 - books.google.com
This book presents a remarkable collection of chapters covering a wide range of topics in
the areas of Computer Vision, both from theoretical and application perspectives. It gathers …

Deep learning models for visual inspection on automotive assembling line

M Mazzetto, M Teixeira, ÉO Rodrigues… - arXiv preprint arXiv …, 2020 - arxiv.org
Automotive manufacturing assembly tasks are built upon visual inspections such as scratch
identification on machined surfaces, part identification and selection, etc, which guarantee …

Perceptionbased intelligent materialhandling in industrial logistics environments

C Poss, T Irrenhauser, M Prueglmeier… - Proceedings of the …, 2019 - dl.acm.org
In response to increased costs in logistics, the degree of automation is to be significantly
increased over the next few years. Therefore, in this publication the logistics use case, and …

BubCam: A Vision System for Automated Quality Inspection at Manufacturing Lines

J Chen, D Van Le, R Tan, D Ho - Proceedings of the ACM/IEEE 14th …, 2023 - dl.acm.org
Visual sensing has been widely adopted for quality inspection in production processes. This
paper presents the design and implementation of a smart collaborative camera system …

How computer vision provides physical retail with a better view on customers

DAM Hernandez, O Nalbach… - 2019 IEEE 21st …, 2019 - ieeexplore.ieee.org
In recent years, web-based retailers have been taking over a growing market share from
traditional brick and mortar retailers. One of the advantages leveraged by online retail is its …