Measurement system that includes at least one measurement assembly, a visual display device, and at least one data processing device

A measurement system, comprising:

• a motion capture system comprising at least one motion capture device configured to detect the motion of one or more body portions of a system user and generate output data;
• a sensory output device, the sensory output device configured to generate sensory feedback for delivery to the system user, the sensory feedback comprising at least one of a visual indicator, an audible indicator, and a tactile indicator;
• and
• at least one data processing device operatively coupled to the motion capture system and the sensory output device, the at least one data processing device further configured to determine, by utilizing a pose generation module with a first trained neural network, one or more poses and/or movements of the one or more body portions of the system user from the output data of the at least one motion capture device, and the at least one data processing device further configured to provide sensory feedback to the system user, by means of the sensory output device, as to conformity of the one or more poses and/or movements to one or more reference poses and/or movements;
• wherein the at least one data processing device utilizes the first trained neural network of the pose generation module to determine the one or more poses and/or movements of the one or more body portions of the system user by performing the following steps:
• receiving the one or more images of the scene from the at least one motion capture device;
• extracting features from the one or more images of the scene for providing inputs to the first trained neural network;
• and
• determining the one or more poses and/or movements of the one or more body portions of the system user using the output of the first trained neural network;
• and
• wherein the at least one data processing device further utilizes a backpropagation loop with a second trained neural network that considers a physical plausibility of the one or more poses and/or movements in order to improve the accuracy of the one or more poses and/or movements obtained from the first trained neural network of the pose generation module;
• and
• wherein the at least one data processing device further utilizes a kinetic core module to determine one or more biomechanical performance parameters, the second trained neural network of the backpropagation loop being operatively coupled between the kinetic core module on an input side of the backpropagation loop and the pose generation module with the first trained neural network on the output side of the backpropagation loop.

A measurement system, comprising:

• a motion capture system comprising at least one motion capture device configured to detect the motion of one or more body portions of a system user and generate output data;
• a sensory output device, the sensory output device configured to generate sensory feedback for delivery to the system user, the sensory feedback comprising at least one of a visual indicator, an audible indicator, and a tactile indicator;
• and
• at least one data processing device operatively coupled to the motion capture system and the sensory output device, the at least one data processing device further configured to determine, by utilizing a trained neural network, one or more poses and/or movements of the one or more body portions of the system user from the output data of the at least one motion capture device, and the at least one data processing device further configured to provide sensory feedback to the system user, by means of the sensory output device, as to conformity of the one or more poses and/or movements to one or more reference poses and/or movements;
• wherein the at least one data processing device is further configured to determine a plausibility of the one or more poses and/or movements of the one or more body portions of the system user determined using the trained neural network by analyzing a temporal progression of the one or more body portions of the system user during a particular body movement.