Multi-temporal image fusion empowered convolutional neural networks for recognition of 9 common mice actions

• Published in: Knowledge-based systems Vol. 320; p. 113628
• Main Authors: Li, Jian, Du, Chen, Zhao, Yuliang, Shan, Peng, Wang, Xingqi, Zhang, Huawei, Wang, Ying
• Format: Journal Article
• Language: English
• Published: Elsevier B.V 23.06.2025
• Subjects: Action recognition; Convolutional neural networks; Multi-temporal image fusion; Action recognition; Convolutional neural networks; Multi-temporal image fusion

The study of complex behaviors and social interactions necessitates precise and efficient methodologies for the recognition and tracking of animal actions. However, existing methods such as depth perception and wearable devices for mice behavior recognition pose risks of physical harm to the subject...