Smartphone-Based Human Activity Recognition

• Main Author: Reyes Ortiz, Jorge Luis (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Cham : Springer International Publishing : Imprint: Springer, 2015.
• Series: Springer Theses, Recognizing Outstanding Ph.D. Research,
• Subjects: Engineering.; User interfaces (Computer systems).; Robotics.; Automation.; Signal, Image and Speech Processing.; User Interfaces and Human Computer Interaction.; Robotics and Automation.

The book reports on the author’s original work to address the use of today’s state-of-the-art smartphones for human physical activity recognition. By exploiting the sensing, computing and communication capabilities currently available in these devices, the author developed a novel smartphone-based a...

Table of Contents:

• Human Activity Recognition Essentials
• Data Collection and Offline Activity Recognition
• Online Activity Recognition with Smartphones.