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Anterior cruciate ligament (ACL) reconstruction necessitates months ofrehabilitation, during which a clinician evaluates whether a patient is readyto return to sports or occupation. Due to their time- and cost-intensivenature, these screenings to assess progress are unavailable to many. This paperintroduces an automated, markerless, camera-based method for estimatingrehabilitation criteria following ACL reconstruction. To evaluate theperformance of this novel technique, data were collected weekly from 12subjects as they used a leg press over the course of a 12-week rehabilitationperiod. The proposed camera-based method for estimating displacement and forcewas compared to encoder and force plate measurements. The leg pressdisplacement and force values were estimated with 89.7% and 85.3% accuracy,respectively. These values were then used to calculate lower-limb symmetry andto track patient progress over time.

Automated Camera-Based Estimation of Rehabilitation Criteria Following ACL Reconstruction