Publications by Mahdi Hamidi Rad

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As one of the three most popular sports in the Summer Olympics, competitive swimming has always been an attractive subject of study for sports scientists. The intricate nature of the swimmer's movements and the variety of techniques have led coaches to req ...

Comprehensive monitoring of performance is essential for swimmers and swimming coaches to optimize the training. Regardless of the swimming technique, the swimmer passes various swimming phases from wall to wall, including a dive into the water or wall pus ...

Understanding behavior requires datasets that capture humans while carrying out complex tasks. The kitchen is an excellent environment for assessing human motor and cognitive function, as many complex actions are naturally exhibited in kitchens from choppi ...

Technical evaluation of swimming performance is an essential factor in preparing elite swimmers for their competitions. Inertial measurement units (IMUs) have attracted much attention recently because they can provide coaches with a detailed analysis of sw ...

Swimming coaches provide regular timed and technical feedback to swimmers and guide them efficiently in training sessions. Due to the complexity of swimmers' performance, which is not visible in qualitative observation, quantitative and objective performan ...

Inertial measurement units (IMU) are proven as efficient tools for swimming analysis by overcoming the limits of video-based systems application in aquatic environments. However, coaches still believe in the lack of a reliable and easy-to-use analysis syst ...

Mahdi Hamidi Rad

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SmartSwim: A novel approach to swimming analysis and coaching assistance based on wearable inertial sensors

Swimming Phase-Based Performance Evaluation Using a Single IMU in Main Swimming Techniques

EPFL-Smart-Kitchen-30 Annotations and Poses

Monitoring weekly progress of front crawl swimmers using IMU-based performance evaluation goal metrics

SmartSwim, a Novel IMU-Based Coaching Assistance

EPFL-Smart-Kitchen-30 Collected data

A Novel Macro-Micro Approach for Swimming Analysis in Main Swimming Techniques Using IMU Sensors