Deep learning-based animal activity recognition with wearable sensors: Overview, challenges, and future directions

A Mao, E Huang, X Wang, K Liu - Computers and Electronics in Agriculture, 2023 - Elsevier
Animal behavior, as one of the most crucial indicators of animal health and welfare, provides
rich insights into animal physical and mental states. Automated animal activity recognition …

CKSP: Cross-species Knowledge Sharing and Preserving for Universal Animal Activity Recognition

A Mao, M Zhu, Z Guo, Z He, T Norton, K Liu - arXiv preprint arXiv …, 2024 - arxiv.org
Deep learning techniques are dominating automated animal activity recognition (AAR) tasks
with wearable sensors due to their high performance on large-scale labelled data. However …