Human activity recognition is a key to a lot of applications such as healthcare and smart
home. In this study, we provide a comprehensive survey on recent advances and challenges …

The vast proliferation of sensor devices and Internet of Things enables the applications of
sensor-based activity recognition. However, there exist substantial challenges that could …

As a new revolution of the Internet, Internet of Things (IoT) is rapidly gaining ground as a
new research topic in many academic and industrial disciplines, especially in healthcare …

There has been an upsurge recently in investigating machine learning techniques for activity
recognition (AR) problems as they have been very effective in extracting and learning …

The last 20 years have seen ever-increasing research activity in the field of human activity
recognition. With activity recognition having considerably matured, so has the number of …

There is a growing interest on using ambient and wearable sensors for human activity
recognition, fostered by several application domains and wider availability of sensing …

We present a video summarization approach for egocentric or “wearable” camera data.
Given hours of video, the proposed method produces a compact storyboard summary of the …

Transportation research is a key area in both science and engineering. In this paper, we
present an empirical analysis of 17,163 articles published in 22 leading transportation …

This paper introduces a publicly available dataset of complex activities that involve
manipulative gestures. The dataset captures people preparing mixed salads and contains …

Due to importantly beneficial effects on physical and mental health and strong association
with many rehabilitation programs, Physical Activity Recognition and Monitoring (PARM) …