Proceedings ArticleDOI
Communication by gestures in personal emergency response system
Andrews Samraj,Kalvina Rajendran +1 more
- pp 230-235
TLDR
The proposed system suggests a novel and swifter methodology simpler than the conventional sign language interpretations for such implicit communication in a proper healthcare monitoring every communication between the patient and the care takers are critical.Abstract:
The Present systems on emergency response are primitive and not accurate in expressing the actual need of the person in risk. In a proper healthcare monitoring every communication between the patient and the care takers are critical and such response involves many implicit meanings. Even a slight misapprehension leads to adverse effects. A simple wearable system can precisely interpret the implicit communication to the care takers or to an automated support device. Simple and obvious hand movements can be used for the above purpose. The proposed system suggests a novel and swifter methodology simpler than the conventional sign language interpretations for such implicit communication. The exploratory experimental results show a well-distinguished realization of different hand movement activities using a wearable sensor medium and the interpretation results always show significant thresholds as well as faster recognition.read more
Citations
More filters
Journal ArticleDOI
Object recognition in performed basic daily activities with a handcrafted data glove prototype
TL;DR: The proposed data glove is exploited to recognize common objects in the kitchen that the person can hold while he/she performs basic daily activities such as drink a glass of water and gives easy and direct access to the raw data provided by sensors.
Proceedings ArticleDOI
A plausible ancestor generator an experiment with heuristics, screen scraping and geolocs
TL;DR: How a variety of servers-based methods can be employed within a single application to provide a complex result which appears intelligent, has a certain level of semantic credibility, is fun, engaging for the user and appears entirely plausible is investigated.
Proceedings ArticleDOI
Burst detection in gesture recognization for emergency communication using wearable data gloves
S. Andrews,S. Karthik +1 more
TL;DR: The proposed burst detection algorithm calculates the intensity and latency of the burst occurrence in the signal generated during the gesture process and identifies the more active channels that produce effective bursts and helps in hardware optimization.
Proceedings ArticleDOI
Random Average Distribution aided SVD feature selection and interpretation for touch less robotic control by furtive gestures
TL;DR: The Random Average Distribution helps to reduce the complexity of the SVD features and augment the clear classification and results obtained were found better than the results obtained by the direct SVD and reduced in complexity.
References
More filters
Journal ArticleDOI
American Sign Language word recognition with a sensory glove using artificial neural networks
Cemil Oz,Ming C. Leu +1 more
TL;DR: The test results show that the feature vector extraction method and neural networks can be used successfully for isolated word recognition and this system is flexible and open for future extension.
Journal ArticleDOI
Development and evaluation of a low-cost sensor glove for assessment of human finger movements in neurophysiological settings.
R. Gentner,Joseph Classen +1 more
TL;DR: With minor modifications, resistive bend sensors are suitable for accurate assessments of human finger movements and the low material costs and easy manufacturing make this solution interesting for widespread use in research, clinical and rehabilitation settings.
Journal ArticleDOI
Glove-Based Approach to Online Signature Verification
TL;DR: A novel online signature verification system using the singular value decomposition (SVD) numerical tool for signature classification and verification is presented using the data glove as an effective high- bandwidth data entry device for signature verification.
Journal ArticleDOI
Layered architecture for real time sign recognition: Hand gesture and movement
TL;DR: A real time sign recognition architecture including both gesture and movement recognition is presented, which deals specially with problems like sensor noise and simplification of the training phase.
Journal ArticleDOI
Evaluation of Methods for Estimating Fractal Dimension in Motor Imagery-Based Brain Computer Interface
TL;DR: In this article, different classifiers fuzzy k-nearest neighbours FKNN, support vector machine, and linear discriminant analysis were tested in combination with these methods to determine the methodology with the best performance.