Image analysis for individual identification and feeding behaviour monitoring of dairy cows based on Convolutional Neural Networks (CNN)

Author:

Achour Brahim,Belkadi Malika,Filali Idir,Laghrouche Mourad,Lahdir Mourad

Publisher

Elsevier BV

Subject

Soil Science,Agronomy and Crop Science,Food Science,Control and Systems Engineering

Reference85 articles.

1. Fine-tuning convolutional neural network with transfer learning for semantic segmentation of ground-level oilseed rape images in a field with high weed pressure;Abdalla;Computers and Electronics in Agriculture,2019

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3. Unsupervised automated monitoring of dairy cows' behavior based on Inertial Measurement Unit attached to their back;Achour;Journal of Computers and Electronics in Agriculture,2019

4. Visual localisation and individual identification of Holstein Friesian cattle via deep learning;Andrew,2017

5. Development of a threshold-based classifier for real-time recognition of cow feeding and standing behavioural activities from accelerometer data;Arcidiacono;Computers and Electronics in Agriculture,2017

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