PDF] Optical Mouse: 3D Mouse Pose From Single-View Video

The inferred poses are accurate enough to estimate stride length even when the feet are mostly occluded, and could be applied as part of a continuous monitoring system to non-invasively measure animal health. We present a method to infer the 3D pose of mice, including the limbs and feet, from monocular videos. Many human clinical conditions and their corresponding animal models result in abnormal motion, and accurately measuring 3D motion at scale offers insights into health. The 3D poses improve classification of health-related attributes over 2D representations. The inferred poses are accurate enough to estimate stride length even when the feet are mostly occluded. This method could be applied as part of a continuous monitoring system to non-invasively measure animal health.

Logitech Ergo M575 Review

SLEAP: A deep learning system for multi-animal pose tracking

Sexual differentiation of neural mechanisms of stress sensitivity during puberty

Microsoft Bluetooth Ergonomic Wireless Mouse Review

Symmetry, Free Full-Text

Frontiers A Novel Device of Reaching, Grasping, and Retrieving Task for Head-Fixed Mice

Corsair Darkstar Wireless RGB MMO Gaming Mouse Review

Real-time analysis of the behaviour of groups of mice via a depth-sensing camera and machine learning

Symmetry, Free Full-Text