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August 13, 2026HealthcareOpen Access

Use of Computer Vision with Conventional Video Recordings of Gait in Older Adults: A Scoping Review

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Authors

CBChitra BanarjeeABAnthony BilicYKYong Jae Kwon

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Overview

Scoping review evaluates computer vision methods for gait analysis in older adults, highlighting need for standardized validation.

Key Points

  • This review aims to assess the use of computer vision in analyzing gait from conventional video recordings in older adults.
  • Reviewed journal articles and conference papers published between 2020 and 2025.
  • Three reviewers extracted data and evaluated various methods and validation approaches.
  • Included 46 studies with diverse clinical conditions and video recording methodologies.
  • Identified three main aims: 15 studies for clinical conditions, 14 for mobility classification, and 16 for gait characterization.
  • Variety of methodologies included different camera types, with inconsistent validation methods.
  • Findings support technical feasibility but lack established clinical validity for routine use.

Cite This Study

Banarjee et al. (2026) studied this question.

synapsesocial.com/papers/6a7d76bd2b0e0cff3f640480https://doi.org/10.3390/healthcare14162487
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