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

• Asıl Yazarlar: Dominguez Veiga, Jose Juan (Yazar), O'Reilly, Martin (Yazar), Whelan, Darragh (Yazar), Caulfield, Brian (Yazar), Ward, Tomas E (Yazar)
• Materyal Türü: Kitap
• Baskı/Yayın Bilgisi: JMIR Publications, 2017-08-01T00:00:00Z.
• Konular: article
• Online Erişim: 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...