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Context-based segmentation of the longissimus muscle in beef with a deep neural network

The problem of segmenting the cross-section through the longissimus muscle in beef carcasses with computer vision methods was investigated. The available data were 111 images of cross-sections coming from 28 cows (typically four images per cow). Training data were the pixels of the muscles, marked...

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Uloženo v:
Hlavní autoři: Karol Talacha, Izabella Antoniuk, Leszek Chmielewski, Michał Kruk, Jarosław Kurek, Arkadiusz Orłowski, Jakub Pach, Andrzej Półtorak, Bartosz Świderski, Grzegorz Wieczorek
Médium: Artigo
Jazyk:Inglês
Vydáno: Institute of Information Technology, Warsaw University of Life Sciences - SGGW 2019-12-01
Edice:Machine Graphics & Vision
Témata:
beef carcasses
context-based
segmentation
longissimus muscle
classification
deep convolutional network
On-line přístup:https://mgv.sggw.edu.pl/article/view/2306
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