Machine Vision—Moving from Industry 4.0 to Industry 5.0

M Tzampazaki, C Zografos, E Vrochidou… - Applied Sciences, 2024 - mdpi.com
The Fourth Industrial Revolution combined with the advent of artificial intelligence brought
significant changes to humans' daily lives. Extended research in the field has aided in both …

A systematic literature review of industry 4.0 technologies within medical device manufacturing

TK Lepasepp, W Hurst - Future Internet, 2021 - mdpi.com
Ever since the emergence of Industry 4.0 as the synonymous term for the fourth industrial
revolution, its applications have been widely discussed and used in many business …

HA-ViD: a human assembly video dataset for comprehensive assembly knowledge understanding

H Zheng, R Lee, Y Lu - Advances in Neural Information …, 2024 - proceedings.neurips.cc
Understanding comprehensive assembly knowledge from videos is critical for futuristic ultra-
intelligent industry. To enable technological breakthrough, we present HA-ViD–the first …

Cognitive manufacturing in industry 4.0 toward cognitive load reduction: A conceptual framework

AV Carvalho, A Chouchene, TM Lima… - Applied System …, 2020 - mdpi.com
Cognitive manufacturing utilizes cognitive computing, the industrial Internet of things (IoT),
and advanced analytics to upgrade manufacturing processes in manners that were not …

Industrial Internet of Things Intelligence Empowering Smart Manufacturing: A Literature Review

Y Hu, Q Jia, Y Yao, Y Lee, M Lee… - IEEE Internet of …, 2024 - ieeexplore.ieee.org
The fiercely competitive business environment and increasingly personalized customization
needs are driving the digital transformation and upgrading of the manufacturing industry …

An optical system for identifying and classifying defects of metal parts

A Papavasileiou, P Aivaliotis, S Aivaliotis… - International Journal of …, 2022 - Taylor & Francis
Manufacturing systems are making a shift towards intelligent and automated detection
systems in order to save cost and time in different phases of the product lifecycle as well as …

Machine Vision in Industry 4.0: Applications, Challenges and Future Directions

P Kumar, D Singh, J Bhamu - Machine Vision for Industry 4.0, 2022 - taylorfrancis.com
Machine vision is a comprehensive set of sophisticated technologies that develop
capabilities in machines to make them self-aware and intelligent to get the visual …

Robust and high-performance machine vision system for automatic quality inspection in assembly processes

F Frustaci, F Spagnolo, S Perri, G Cocorullo… - Sensors, 2022 - mdpi.com
This paper addresses the problem of automatic quality inspection in assembly processes by
discussing the design of a computer vision system realized by means of a heterogeneous …

[Retracted] Research on Machine Vision System Design Based on Deep Learning Neural Network

T Sun, J Cao - Wireless Communications and Mobile …, 2022 - Wiley Online Library
A machine vision system (MVS) is a technology that can analyze and recognize still or
moving pictures using a computer. It is a branch of computer vision that looks like a security …

[HTML][HTML] An online automatic sorting system for defective Ginseng Radix et Rhizoma Rubra using deep learning

Q Xue, P Miao, K Miao, Y Yu, Z Li - Chinese Herbal Medicines, 2023 - Elsevier
Objective To establish a deep-learning architecture based on faster region-based
convolutional neural networks (Faster R-CNN) algorithm for detection and sorting of red …