One-Shot Learning with Pseudo-Labeling for Cattle Video Segmentation in Smart Livestock Farming

One-Shot Learning with Pseudo-Labeling for Cattle Video Segmentation in Smart Livestock Farming

Computer vision-based technologies play a key role in precision livestock farming, and video-based analysis approaches have been advocated as useful tools for automatic animal monitoring, behavior analysis, and efficient welfare measurement management. Accurately and efficiently segmenting animals’...

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Bibliographic Details
Main Authors: Yongliang Qiao, Tengfei Xue, He Kong, Cameron Clark, Sabrina Lomax, Khalid Rafique, Salah Sukkarieh
Format: Article
Language:English
Published: MDPI AG 2022-02-01
Series:Animals
Subjects:
one-shot learning
video segmentation
pseudo-labeling
precision livestock farming
deep learning
Online Access:https://www.mdpi.com/2076-2615/12/5/558

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https://www.mdpi.com/2076-2615/12/5/558

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