Extraction of Geometric and Prosodic Features from Human-Gait-Speech Data for Behavioural Pattern Detection: Part II
Sign Up to like & getrecommendations! Published in 2017 at "Turkish Journal of Electrical Engineering and Computer Sciences"
DOI: 10.1007/978-981-10-8237-5_26
Abstract: This part of the research paper emphasizes on the detection of behavioural pattern from the extracted prosodic and geometrical features using human-gait-speech data. The clusters of these above-extracted features are mapped for the detection of… read more here.
Keywords: behavioural pattern; speech; human gait; gait speech ... See more keywords
Effects of Population Variability on Knee Loading During Simulated Human Gait
Sign Up to like & getrecommendations! Published in 2017 at "Annals of Biomedical Engineering"
DOI: 10.1007/s10439-017-1956-8
Abstract: Cadaveric simulation models allow researchers to study native tissues in situ. However, as tests are conducted using donor specimens with unmatched kinematics, techniques that impose population average motions are subject to deviation from true physiologic… read more here.
Keywords: effects population; human gait; variability; knee ... See more keywords
Human Gait Recognition Using Hip, Knee and Ankle Joint Ratios
Sign Up to like & getrecommendations! Published in 2020 at "Irbm"
DOI: 10.1016/j.irbm.2019.11.001
Abstract: Abstract The estimation of joint angle ratios for healthy and afflicted subjects in characterizing the human gait has great significance in the development of limb prosthetics. The two dimensional analysis of human gait was performed… read more here.
Keywords: ankle; hip; human gait; joint angle ... See more keywords
Development and validation of a ROS-based mobile robotic platform for human gait analysis applications
Sign Up to like & getrecommendations! Published in 2021 at "Robotics and Autonomous Systems"
DOI: 10.1016/j.robot.2021.103869
Abstract: Abstract Background: The integration of mobile robotic platforms in human gait analysis offers the potential to develop multiple medical applications and achieve new discoveries. The aim of this paper is to present a first design… read more here.
Keywords: mobile robotic; gait analysis; human gait; gait ... See more keywords
A database of human gait performance on irregular and uneven surfaces collected by wearable sensors
Sign Up to like & getrecommendations! Published in 2020 at "Scientific Data"
DOI: 10.1038/s41597-020-0563-y
Abstract: Gait analysis has traditionally relied on laborious and lab-based methods. Data from wearable sensors, such as Inertial Measurement Units (IMU), can be analyzed with machine learning to perform gait analysis in real-world environments. This database… read more here.
Keywords: wearable sensors; database human; analysis; human gait ... See more keywords
Human Gait Analysis in Neurodegenerative Diseases: A Review
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Journal of Biomedical and Health Informatics"
DOI: 10.1109/jbhi.2021.3092875
Abstract: This paper reviews the recent literature on technologies and methodologies for quantitative human gait analysis in the context of neurodegenerative diseases. The use of technological instruments can be of great support in both clinical diagnosis… read more here.
Keywords: analysis neurodegenerative; human gait; gait; gait analysis ... See more keywords
Deep Learning for Monitoring of Human Gait: A Review
Sign Up to like & getrecommendations! Published in 2019 at "IEEE Sensors Journal"
DOI: 10.1109/jsen.2019.2928777
Abstract: The essential human gait parameters are briefly reviewed, followed by a detailed review of the state of the art in deep learning for the human gait analysis. The modalities for capturing the gait data are… read more here.
Keywords: review; gait data; human gait; gait ... See more keywords
ANN-Based Optimization of Human Gait Data Obtained From a Robot-Mounted 3D Camera: A Multiple Sclerosis Case Study
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Robotics and Automation Letters"
DOI: 10.1109/lra.2022.3189433
Abstract: Assessment of gait consistency requires testing over a long walking distance. Robot-mounted 3D cameras represent a cost-effective, markerless technology of human gait analysis that can be applied for this purpose. However, the use of robotic… read more here.
Keywords: robot mounted; mounted camera; human gait; gait ... See more keywords
Predictive Simulations to Replicate Human Gait Adaptations and Energetics With Exoskeletons
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Neural Systems and Rehabilitation Engineering"
DOI: 10.1109/tnsre.2022.3189038
Abstract: Robotic exoskeletons have the potential to restore and enhance human mobility. However, optimally controlling these devices, to work in concert with human users, is challenging. Accurate model simulations of the interaction between exoskeletons and users… read more here.
Keywords: human gait; step; simulations replicate; replicate human ... See more keywords
Human Gait Recognition Based on Frame-by-Frame Gait Energy Images and Convolutional Long Short-Term Memory
Sign Up to like & getrecommendations! Published in 2020 at "International journal of neural systems"
DOI: 10.1142/s0129065719500278
Abstract: Human gait recognition is one of the most promising biometric technologies, especially for unobtrusive video surveillance and human identification from a distance. Aiming at improving recognition rate, in this paper we study gait recognition using… read more here.
Keywords: frame; gait energy; human gait; recognition ... See more keywords
Effects of supraspinal feedback on human gait: rhythmic auditory distortion
Sign Up to like & getrecommendations! Published in 2019 at "Journal of NeuroEngineering and Rehabilitation"
DOI: 10.1186/s12984-019-0632-7
Abstract: BackgroundDifferent types of sound cues have been used to adapt the human gait rhythm. We investigated whether young healthy volunteers followed subliminal metronome rhythm changes during gait.MethodsTwenty-two healthy adults walked at constant speed on a… read more here.
Keywords: foot contact; human gait; rhythm; rhythmic auditory ... See more keywords