Feature-Free Activity Classification of Inertial Sensor Data With Machine Vision Techniques: Method, Development, and Evaluation

• मुख्य लेखकों: Dominguez Veiga, Jose Juan (लेखक), O'Reilly, Martin (लेखक), Whelan, Darragh (लेखक), Caulfield, Brian (लेखक), Ward, Tomas E (लेखक)
• स्वरूप: पुस्तक
• प्रकाशित: JMIR Publications, 2017-08-01T00:00:00Z.
• विषय: article
• ऑनलाइन पहुंच: Connect to this object online.

BackgroundInertial sensors are one of the most commonly used sources of data for human activity recognition (HAR) and exercise detection (ED) tasks. The time series produced by these sensors are generally analyzed through numerical methods. Machine learning techniques such as random forests or suppo...