A review on vision-centric coarse to fine-grained animal action recognition

Research summary

A review of coarse and fine-grained animal action recognition, including datasets, vision methods and multimodal approaches.

Approach and contribution

Examines subtle behaviours, outdoor occlusion and dataset limitations. Connects detection, tracking, pose and action analysis with practical evaluation challenges. Published 16 March 2026.

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This page summarises the public publication record. The original paper defines the method, evaluation protocol and scope of its findings.