Computer Vision Systems for Monitoring and Automation of Distribution Centers
Computer Vision Systems for Monitoring and Automation of Distribution Centers
DOI:
https://doi.org/10.51473/rcmos.v1i1.2023.1399Keywords:
computer vision; automation; distribution centers; artificial intelligence; logistics.Abstract
Distribution centers play a fundamental role in modern supply chains, being responsible for storing, sorting, and shipping products on a large scale. The increasing complexity of these operations demands advanced technological solutions to ensure greater efficiency, accuracy, and security. In this context, computer vision systems, integrated with Artificial Intelligence algorithms, emerge as strategic tools for real-time monitoring, process automation, and error reduction. This article analyzes how these technologies have been applied in distribution centers, discussing their impacts on operational efficiency, cost reduction, and the strengthening of business competitiveness.
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BISHOP, Christopher M. Pattern Recognition and Machine Learning. New York: Springer, 2006.
CHOPRA, Sunil; MEINDL, Peter. Supply Chain Management: Strategy, Planning, and Operation. 7. ed. Boston: Pearson, 2021.
CHRISTOPHER, Martin. Logistics & Supply Chain Management. 5. ed. Harlow: Pearson Education, 2016.
GONÇALVES, Rodrigo; ALMEIDA, Sérgio. Sistemas de Visão Computacional Aplicados à Logística: Perspectivas da Indústria 4.0. Revista de Engenharia e Gestão Industrial, v. 14, n. 2, p. 55-73, 2019.
HE, Kaiming; ZHANG, Xiangyu; REN, Shaoqing; SUN, Jian. Deep Residual Learning for Image Recognition. Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, p. 770-778, 2016. DOI: https://doi.org/10.1109/CVPR.2016.90
LEE, Jay; BAGHERI, Behrad; KAO, Hung-An. A Cyber-Physical Systems Architecture for Industry 4.0-Based Manufacturing Systems. Manufacturing Letters, v. 3, p. 18-23, 2015. DOI: https://doi.org/10.1016/j.mfglet.2014.12.001
MONTGOMERY, Douglas C.; RUNGER, George C. Applied Statistics and Probability for Engineers. 7. ed. Hoboken: Wiley, 2019.
RUSSELL, Stuart; NORVIG, Peter. Artificial Intelligence: A Modern Approach. 3. ed. Upper Saddle River: Pearson, 2010.
SILVA, João Paulo; OLIVEIRA, Tiago. Aplicações de Visão Computacional em Centros de Distribuição: Estudos de Caso no Setor de E-commerce. Revista Produção e Logística, v. 24, n. 3, p. 91-109, 2020.
UNCTAD. Review of Maritime Transport 2020. Geneva: United Nations Conference on Trade and Development, 2020.
ZHANG, Ling; ZHAO, Rui. Applications of Computer Vision for Smart Warehousing and Logistics. Journal of Transportation and Supply Chain Management, v. 14, n. 4, p. 44-63, 2020.
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Copyright (c) 2023 Ivan de Matos (Autor)

This work is licensed under a Creative Commons Attribution 4.0 International License.