A Systematic Review of Human Activity Recognition Based On Mobile Devices: Overview, Progress and Trends

Y Yin, L **e, Z Jiang, F **ao, J Cao… - … Surveys & Tutorials, 2024 - ieeexplore.ieee.org
Due to the ever-growing powers in sensing, computing, communicating and storing, mobile
devices (eg, smartphone, smartwatch, smart glasses) become ubiquitous and an …

A multimodal smartwatch-based interaction concept for immersive environments

M Lang, C Strobel, F Weckesser, D Langlois… - Computers & …, 2023 - Elsevier
Abstract Augmented and Virtual Reality (AR/VR) environments require user interaction
concepts beyond the traditional mouse-and-keyboard setup for seated desktop computer …

Air-writing recognition using smart-bands

T Yanay, E Shmueli - Pervasive and Mobile Computing, 2020 - Elsevier
We propose a novel approach for textual input which is based on air-writing recognition
using smart-bands. The proposed approach enables the user to hand-write in the air in an …

An efficient multi-modal sensors feature fusion approach for handwritten characters recognition using Shapley values and deep autoencoder

SK Singh, A Chaturvedi - Engineering Applications of Artificial Intelligence, 2024 - Elsevier
Handwriting is essential for the development of fine motor skills in children. Handwritten
character recognition has the potential to facilitate natural human–machine interactions …

Interaction with smartwatches using gesture recognition: a systematic literature review

TH Nascimento, CBR Ferreira… - 2020 IEEE 44th …, 2020 - ieeexplore.ieee.org
Smartwatches are wearable devices of emerging mobile technology and are increasingly in
people's daily lives. They allow you to perform various tasks; however, the interaction with …

Handwriting-assistant: Reconstructing continuous strokes with millimeter-level accuracy via attachable inertial sensors

Y Bu, L **e, Y Yin, C Wang, J Ning, J Cao… - Proceedings of the ACM …, 2021 - dl.acm.org
Pen-based handwriting has become one of the major human-computer interaction methods.
Traditional approaches either require writing on the specific supporting device like the touch …

ProxiFit: Proximity Magnetic Sensing Using a Single Commodity Mobile toward Holistic Weight Exercise Monitoring

J Kim, Y Nam, J Lee, YJ Suh, I Hwang - … of the ACM on Interactive, Mobile …, 2023 - dl.acm.org
Although many works bring exercise monitoring to smartphone and smartwatch, inertial
sensors used in such systems require device to be in motion to detect exercises. We …

Deep learning based air-writing recognition with the choice of proper interpolation technique

FA Abir, MA Siam, A Sayeed, MAM Hasan, J Shin - Sensors, 2021 - mdpi.com
The act of writing letters or words in free space with body movements is known as air-writing.
Air-writing recognition is a special case of gesture recognition in which gestures correspond …

Write, attend and spell: Streaming end-to-end free-style handwriting recognition using smartwatches

Q Zhang, D Wang, R Zhao, Y Yu, JZ **g - Proceedings of the ACM on …, 2021 - dl.acm.org
Text entry on a smartwatch is challenging due to its small form factor. Handwriting
recognition using the built-in sensors of the watch (motion sensors, microphones, etc.) …

Edgeprog: Edge-centric programming for iot applications

B Li, W Dong - 2020 IEEE 40th International Conference on …, 2020 - ieeexplore.ieee.org
IoT application development usually involves separate programming at the device side and
server side. While separate programming style is sufficient for many simple applications, it is …