Estimating pig weights from images without constraint on posture and illumination

•An image based pig weight estimation without constraint on pig posture.•2D images are used and no manual image selection is required.•A new feature, curvature, is introduced to measure non-straightness of pig posture.•A fully connected dense network predicts weights from images. This paper proposes...

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Veröffentlicht in:	Computers and electronics in agriculture 2018-10, Vol.153, p.169-176
Hauptverfasser:	Jun, Kyungkoo, Kim, Si Jung, Ji, Hyun Wook
Format:	Artikel
Sprache:	eng
Schlagworte:	Curvature Estimates Hogs Image processing Image processing systems Machine learning Neural network Neural networks Parameter estimation Pig Weight Weight estimation
Online-Zugang:	Volltext
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