Search Results for author: Timilehin B. Aderinola

Found 4 papers, 1 papers with code

Machine Vision-Enabled Sports Performance Analysis

1 code implementation18 Dec 2023 Timilehin B. Aderinola, Hananeh Younesian, Cathy Goulding, Darragh Whelan, Brian Caulfield, Georgiana Ifrim

$\textbf{Goal:}$ This study investigates the feasibility of monocular 2D markerless motion capture (MMC) using a single smartphone to measure jump height, velocity, flight time, contact time, and range of motion (ROM) during motor tasks.

Markerless Motion Capture

Quantifying Jump Height Using Markerless Motion Capture with a Single Smartphone

no code implementations21 Feb 2023 Timilehin B. Aderinola, Hananeh Younesian, Darragh Whelan, Brian Caulfield, Georgiana Ifrim

This study evaluates how accurately markerless motion capture (MMC) with a single smartphone can measure bilateral and unilateral CMJ jump height.

Camera Calibration Markerless Motion Capture

Gait-based Age Group Classification with Adaptive Graph Neural Network

no code implementations1 Oct 2022 Timilehin B. Aderinola, Tee Connie, Thian Song Ong, Andrew Beng Jin Teoh, Michael Kah Ong Goh

This paper proposes a deep learning approach to extract age-associated features from model-based gait for age group classification.

Pose Estimation

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