The accelerometer was invented in 1783. Though the initial purpose of using accelerometer
was to validate the principles of Newtonian physics, with the advancement of the technology …

Smart ear-worn devices (called earables) are being equipped with various onboard sensors
and algorithms, transforming earphones from simple audio transducers to multi-modal …

The field of human activity recognition (HAR) using different sensor modalities poses
numerous challenges to the researchers working in this domain. Though traditional pattern …

Recognition of daily human activities in various locomotion and transportation modes has
numerous applications like coaching users for behavior modification and maintaining a …

The goal of the SHL recognition challenge 2019 is to recognize transportation modalities in
a sensor placement independent manner. In this paper, the performance of shallow neural …

Abstract Human Activity Recognition (HAR) has explored a lot recently in the academia and
industries for numerous applications. There are lots of progress in the domain of vision …

Sensor-based activity recognition is an important area for various applications, especially for
elderly people in caregiving centers, smart-homes, etc. Activity recognition deteriorates …

A major goal of human activity and behavior recognition (HAR) is to recognize activities and
behaviors from a series of action data for different subjects under different environmental …

Activity recognition and understanding are very important research areas. Video (RGB-
Depth) sensors, accelerometer, LoRaWAN, etc. are explored for activity recognition for …

Abstract Human Activity Recognition (HAR) using installed sensors has made renowned
progress in the field of pattern recognition and human-computer interaction. To make …