Open-Set Recognition of Individual Cows Based on Spatial Feature Transformation and Metric Learning
Buyu Wang,
Xia Li,
Xiaoping An
et al.
Abstract:The automated recognition of individual cows is foundational for implementing intelligent farming. Traditional methods of individual cow recognition from an overhead perspective primarily rely on singular back features and perform poorly for cows with diverse orientation distributions and partial body visibility in the frame. This study proposes an open-set method for individual cow recognition based on spatial feature transformation and metric learning to address these issues. Initially, a spatial transformat… Show more
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