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MOSPPA: monitoring system for palletised packaging recognition and tracking

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Bibliographic Details
Main Authors: Julio, Castaño-Amoros, Francisco, Fuentes, Pablo, Gil
Format: Book
Language:English
Published: Springer 2023
Subjects:
MOSPPA
Online Access:https://dlib.phenikaa-uni.edu.vn/handle/PNK/7984
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spelling oai:localhost:PNK-79842023-04-17T03:56:04Z MOSPPA: monitoring system for palletised packaging recognition and tracking Julio, Castaño-Amoros Francisco, Fuentes Pablo, Gil MOSPPA CC BY The paper industry manufactures corrugated cardboard packaging, which is unassembled and stacked on pallets to be supplied to its customers. Human operators usually classify these pallets according to the physical features of the cardboard packaging. This process can be slow, causing congestion on the production line. To optimise the logistics of this process, we propose a visual recognition and tracking pipeline that monitors the palletised packaging while it is moving inside the factory on roller conveyors. Our pipeline has a two-stage architecture composed of Convolutional Neural Networks, one for oriented pallet detection and recognition, and another with which to track identified pallets. 2023-04-17T03:56:04Z 2023-04-17T03:56:04Z 2023 Book https://dlib.phenikaa-uni.edu.vn/handle/PNK/7984 en application/pdf Springer
institution Digital Phenikaa
collection Digital Phenikaa
language English
topic MOSPPA
spellingShingle MOSPPA
Julio, Castaño-Amoros
Francisco, Fuentes
Pablo, Gil
MOSPPA: monitoring system for palletised packaging recognition and tracking
description CC BY
format Book
author Julio, Castaño-Amoros
Francisco, Fuentes
Pablo, Gil
author_facet Julio, Castaño-Amoros
Francisco, Fuentes
Pablo, Gil
author_sort Julio, Castaño-Amoros
title MOSPPA: monitoring system for palletised packaging recognition and tracking
title_short MOSPPA: monitoring system for palletised packaging recognition and tracking
title_full MOSPPA: monitoring system for palletised packaging recognition and tracking
title_fullStr MOSPPA: monitoring system for palletised packaging recognition and tracking
title_full_unstemmed MOSPPA: monitoring system for palletised packaging recognition and tracking
title_sort mosppa: monitoring system for palletised packaging recognition and tracking
publisher Springer
publishDate 2023
url https://dlib.phenikaa-uni.edu.vn/handle/PNK/7984
_version_ 1763452659312885760
score 8.881002

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