A review of multimodal human activity recognition with special emphasis on classification, applications, challenges and future directions

SK Yadav, K Tiwari, HM Pandey, SA Akbar - Knowledge-Based Systems, 2021 - Elsevier
Human activity recognition (HAR) is one of the most important and challenging problems in
the computer vision. It has critical application in wide variety of tasks including gaming …

A review on technical and clinical impact of microsoft kinect on physical therapy and rehabilitation

H Mousavi Hondori, M Khademi - Journal of medical …, 2014 - Wiley Online Library
This paper reviews technical and clinical impact of the Microsoft Kinect in physical therapy
and rehabilitation. It covers the studies on patients with neurological disorders including …

A survey of data fusion in smart city applications

BPL Lau, SH Marakkalage, Y Zhou, NU Hassan… - Information …, 2019 - Elsevier
The advancement of various research sectors such as Internet of Things (IoT), Machine
Learning, Data Mining, Big Data, and Communication Technology has shed some light in …

3D skeleton-based human action classification: A survey

LL Presti, M La Cascia - Pattern Recognition, 2016 - Elsevier
In recent years, there has been a proliferation of works on human action classification from
depth sequences. These works generally present methods and/or feature representations …

Improving human action recognition using fusion of depth camera and inertial sensors

C Chen, R Jafari, N Kehtarnavaz - IEEE Transactions on …, 2014 - ieeexplore.ieee.org
This paper presents a fusion approach for improving human action recognition based on two
differing modality sensors consisting of a depth camera and an inertial body sensor …

[HTML][HTML] Sensor fusion and smart sensor in sports and biomedical applications

JJA Mendes Jr, MEM Vieira, MB Pires, SL Stevan Jr - Sensors, 2016 - mdpi.com
The following work presents an overview of smart sensors and sensor fusion targeted at
biomedical applications and sports areas. In this work, the integration of these areas is …

Vision and inertial sensing fusion for human action recognition: A review

S Majumder, N Kehtarnavaz - IEEE Sensors Journal, 2020 - ieeexplore.ieee.org
Human action recognition is used in many applications such as video surveillance, human-
computer interaction, assistive living, and gaming. Many papers have appeared in the …

A spatial augmented reality rehab system for post-stroke hand rehabilitation

H Mousavi Hondori, M Khademi… - … Meets Virtual Reality …, 2013 - ebooks.iospress.nl
This paper features a Spatial Augmented Reality system for rehabilitation of hand and arm
movement. The table-top home-based system tracks a subject's hand and creates a virtual …

[HTML][HTML] Fluid intake monitoring systems for the elderly: A review of the literature

R Cohen, G Fernie, A Roshan Fekr - Nutrients, 2021 - mdpi.com
Fluid intake monitoring is an essential component in preventing dehydration and
overhydration, especially for the senior population. Numerous critical health problems are …

Enabling voice-accompanying hand-to-face gesture recognition with cross-device sensing

Z Li, C Liang, Y Wang, Y Qin, C Yu, Y Yan… - Proceedings of the …, 2023 - dl.acm.org
Gestures performed accompanying the voice are essential for voice interaction to convey
complementary semantics for interaction purposes such as wake-up state and input …