Biosignal-based human–machine interfaces for assistance and rehabilitation: A survey
As a definition, Human–Machine Interface (HMI) enables a person to interact with a device.
Starting from elementary equipment, the recent development of novel techniques and …
Starting from elementary equipment, the recent development of novel techniques and …
[PDF][PDF] A review-classification of electrooculogram based human computer interfaces
Today there is an increasing need for assistive technology to help people with disabilities to
attain some level of autonomy in terms of communication and movement. People with …
attain some level of autonomy in terms of communication and movement. People with …
Realistic facial expression reconstruction for VR HMD users
We present a system for sensing and reconstructing facial expressions of the virtual reality
(VR) head-mounted display (HMD) user. The HMD occludes a large portion of the user's …
(VR) head-mounted display (HMD) user. The HMD occludes a large portion of the user's …
Feature extraction of the first difference of EMG time series for EMG pattern recognition
A Phinyomark, F Quaine, S Charbonnier… - Computer methods and …, 2014 - Elsevier
This paper demonstrates the utility of a differencing technique to transform surface EMG
signals measured during both static and dynamic contractions such that they become more …
signals measured during both static and dynamic contractions such that they become more …
Hybrid control of a vision-guided robot arm by EOG, EMG, EEG biosignals and head movement acquired via a consumer-grade wearable device
Simultaneous acquisition of electrooculogram, jaw electromyogram, electroencephalogram,
and head movement via consumer-grade wearable devices has become possible. Such …
and head movement via consumer-grade wearable devices has become possible. Such …
Controlling a human–computer interface system with a novel classification method that uses electrooculography signals
SL Wu, LD Liao, SW Lu, WL Jiang… - IEEE transactions on …, 2013 - ieeexplore.ieee.org
Electrooculography (EOG) signals can be used to control human-computer interface (HCI)
systems, if properly classified. The ability to measure and process these signals may help …
systems, if properly classified. The ability to measure and process these signals may help …
BioFace-3D: Continuous 3D facial reconstruction through lightweight single-ear biosensors
Over the last decade, facial landmark tracking and 3D reconstruction have gained
considerable attention due to their numerous applications such as human-computer …
considerable attention due to their numerous applications such as human-computer …
EMG-based facial gesture recognition through versatile elliptic basis function neural network
Background Recently, the recognition of different facial gestures using facial neuromuscular
activities has been proposed for human machine interfacing applications. Facial …
activities has been proposed for human machine interfacing applications. Facial …
Machine-learning approaches for recognizing muscle activities involved in facial expressions captured by multi-channels surface electromyogram
Facial expression recognition plays an important role on mimicking and synchronizing
person's mental activity. Various approaches have been employed for recognition on facial …
person's mental activity. Various approaches have been employed for recognition on facial …
Fuzzy inference system based automatic Brunnstrom stage classification for upper-extremity rehabilitation
Z Zhang, Q Fang, X Gu - Expert Systems with Applications, 2014 - Elsevier
Post-stroke rehabilitation has been considered vitally important for improving the life quality
of stroke patients. In order to perform rehabilitation effectively, it is crucial to have a …
of stroke patients. In order to perform rehabilitation effectively, it is crucial to have a …