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UNWEARABLE MULTI-MODAL GESTURES RECOGNITION SYSTEM FOR INTERACTION WITH MOBILE DEVICES IN UNEXPECTED SITUATIONS
2019
International Islamic University Malaysia Engineering Journal
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In this paper, a novel real-time system to control mobile devices, in unexpected situations like driving, cooking and practicing sports, based on eyes and hand gestures is proposed. ...
Fourth, the eyes and hand gestures are erged to command the mobile devices based on the decision tree classifier. ...
The research and innovation are performed in the framework of a thesis MOBIDOC financed by the EU under the program PASRI. ...
doi:10.31436/iiumej.v20i2.1000
fatcat:tysbjiprbjbvxjgghkjbokneai
Use of human gestures for controlling a mobile robot via adaptive CMAC network and fuzzy logic controller
2018
Neurocomputing
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, a fuzzy controller and purposely designed gesture recognition and control command generation systems. ...
This paper proposes a system which uses human gestures to control an autonomous mobile robot integrating a manipulator and a video surveillance platform. ...
Acknowledgement The authors are very grateful to the anonymous reviewers for their constructive comments that have helped significantly in revising this work. ...
doi:10.1016/j.neucom.2017.12.016
fatcat:ettebuhdvjcn3ae3rqg4f34ks4
Subject index
2014
IEEE transactions on consumer electronics
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., +, T-CE August 14 294-301 Fuzzy inference systems Edge-adaptive Spatial Video De-interlacing Algorithms Based on Fuzzy Logic. ...
., +, T-CE February 14 107-115
Hand gesture recognition
Hand Gesture Based Remote Control System Using Infrared Sensors and a
Camera. ...
doi:10.1109/tce.2014.7027355
fatcat:n4htms6abzeuroeayjw3ifbvn4
A Survey on Mobile Social Signal Processing
2016
ACM Computing Surveys
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-Evaluate and verify the reliability of the approach in a real-world environment based on ground truth. ...
Literature has been grouped based on the inferred social behaviour through mobile phones. ...
The system requires pre-loaded images in the device and does not support real-time recognition of user's emotion through facial expressions. ...
doi:10.1145/2893487
fatcat:sijw4ls7wzgvnijwpifqwatdfa
No Soldiers Left Behind: An IoT-based Low-Power Military Mobile Health System Design
2020
IEEE Access
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AR has become a critical research subject, along with personal real-time sensors and mobile monitoring devices based on health information and predicting health status [30] . ...
Real-Time Physiological Monitoring (RT-PSM) can be useful for medics and commanders to assess the physical and psychological health and wellness of a soldier [62, 63] . ...
Multilayer Inference Algorithm DP2=Inf_D(:,1); HR2=Inf_D(:,2); i=2; Paul Haskell-Dowland is the Associate Dean for Computing and Security in the School of Science at Edith Cowan University. ...
doi:10.1109/access.2020.3035812
fatcat:zctgp4nlrbgpnb2lw75vufbb2y
Sensor-based Continuous Authentication of Smartphones' Users Using Behavioral Biometrics: A Contemporary Survey
[article]
2020
arXiv
pre-print
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dynamics-based methods (20 studies), touch gesture-based methods (29 studies), voice-based methods (16 studies), and multimodal-based methods (34 studies). ...
The security and protection of such personal information are becoming more and more important since mobile devices are vulnerable to unauthorized access or theft. ...
; however, the intruder can hardly achieve one task if the mobile device uses a multimodal behavioral biometrics-based method [69] . ...
arXiv:2001.08578v2
fatcat:ykt7jpmeefgadil3n3y52z43t4
Human Actions and Hand Gesture Recognition with Deep Learning
2019
International Journal of Engineering and Advanced Technology
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Human Action Recognition (HAR) has been experimented with variety of techniques like wearable devices, mobile devices etc., but they can cause unnecessary discomfort to people especially elderly and child ...
Hand gesture recognition is also discussed along with human activities using deep learning. ...
Whereas dynamic postures are appropriate in real time environments but are more complex. Gesture recognition system is mainly classified into three steps. ...
doi:10.35940/ijeat.b2815.129219
fatcat:h4el4sy3bzfhfenzv2x3fne7ny
Stages of the Dynamic Pattern Recognition Process
[chapter]
2001
International Series in Intelligent Technologies
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With the wide range of applications in vision based intelligent systems, the attention of researchers in the computer vision field have attracted by image and video analysis technologies. ...
This paper focus in the literature reviews on the generic process stages of Human Activity Recognition (HAR) which include: data acquisition from the sensor, Preprocessing, Segmentation, Feature extraction ...
Gesture recognition allows people to interact with machines in a natural way without the use of I/O devices. ...
doi:10.1007/978-94-017-1312-2_3
fatcat:6ctkmbudu5hgxcfd6aiaym67ou
Papers by Title
2021
2021 IEEE International Conference on Consumer Electronics-Taiwan (ICCE-TW)
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applying queueing systems Performance Evaluation of a Deep Learning Model for Time Series Prediction on Android Devices Performance Evaluations of Hand Number Gesture Recognition by Convolution-Based ...
Detection
A Mobile Application-Based Learning Aid Developer for Teaching Visually Impaired Students A Multi-lead ECG Acquisition Device Base on Bluetooth Microcontroller A New Approach of RoF System ...
doi:10.1109/icce-tw52618.2021.9602951
fatcat:x5phgfzzl5cafcxul53thv5w7e
Design of Intelligent Perception Module Based on Wireless Sensor Network and Basketball Sports Attitude
2022
Wireless Communications and Mobile Computing
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The use of multisensor data fusion technology is used to propose a human motion pattern recognition method based on data fusion of accelerometer and gyroscope. ...
The problem of a single sensor having a large error in monitoring human motion and attitude is addressed. ...
The goal is to create a gesture recognition algorithm based on the data collected by the movement transducer in 2 Wireless Communications and Mobile Computing order to achieve quick and accurate gesture ...
doi:10.1155/2022/8227604
fatcat:rpzeteigsfbednpvznfdsm32ou
Furthering Service 4.0: Harnessing Intelligent Immersive Environments and Systems
2018
IEEE Systems Man and Cybernetics Magazine
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Current technological innovations present a significant opportunity to provide on-site, real-time support for field service professionals in many areas. ...
These methods can also promote faster response times to provide field service technicians with on-the-job assistance in unfamiliar situations. ...
Here, the system captured an engineer's geolocation and orientation, based on GPS and compass sensor information taken from a mobile device. ...
doi:10.1109/msmc.2017.2769199
fatcat:cdgnjwngcre2xag32ym4qevc6a
Progress in ambient assisted systems for independent living by the elderly
2016
SpringerPlus
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The premise of such applications is the continuous and most often real-time monitoring of the environment and occupant behavior using an event-driven intelligent system, thereby providing a facility for ...
Findings from our work suggest that most frameworks focused on activity monitoring for assessing immediate risks, while the opportunities for integrating environmental factors for analytics and decision-making ...
Acknowledgements The authors wishes to express their gratitude to the Saudi Culture Office in London for financial support to carry this research work as a part of a Ph.D. program of the first author. ...
doi:10.1186/s40064-016-2272-8
pmid:27330890
pmcid:PMC4870543
fatcat:lryotqkhsfbczggsjxjtxsi3a4
A survey on health monitoring systems for health smart homes
2018
International Journal of Industrial Ergonomics
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We review HMS in smart environments from a general perspective and with a particular focus on systems for the elderly and dependent people. ...
To this end, we provide an overview of the current state of the art for smart health monitoring systems. ...
HeartToGo [121] is another mobile device-based wearable monitoring system. It was designed for continuous monitoring and real-time recording of ECG data. ...
doi:10.1016/j.ergon.2018.02.002
fatcat:gwkfbryll5c4bntbu6qxm4cknq
Fuzzy control loop in an autonomous landing system for Unmanned Air Vehicles
2012
2012 IEEE International Conference on Fuzzy Systems
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A small team will integrate a segmented Fuzzy Logic Controller (FLC) with a low cost sensor (The XBox 360 Kinect) to create an autonomous landing system for UAV platforms. ...
The landing process is the most stressful phase of flight for pilots and as a consequence, a significant number of UAV are being destroyed or unnecessarily damaged. ...
These include fuzzy approximation, recognition and behavior modeling 21 which can all be blended using context dependent Fuzzy Inference System (FIS) [37] . ...
doi:10.1109/fuzz-ieee.2012.6251198
dblp:conf/fuzzIEEE/Tweedale12
fatcat:44fgr36t7fa3tl35cimusgtegq
From Data Acquisition to Data Fusion: A Comprehensive Review and a Roadmap for the Identification of Activities of Daily Living Using Mobile Devices
2016
Sensors
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The identification of ADLs using sensors available in off-the-shelf mobile devices is one of the most interesting goals for AAL solutions, as this can be used for the monitoring and learning of a user's ...
This paper focuses on the research on the state of the art for sensor fusion techniques, applied to the sensors embedded in mobile devices, as a means to help identify the mobile device user's daily activities ...
The authors would also like to acknowledge the contribution of the COST Action IC1303-AAPELE -Architectures, Algorithms and Protocols for Enhanced Living Environments. ...
doi:10.3390/s16020184
pmid:26848664
pmcid:PMC4801561
fatcat:ushwthv6xrcgbi7lc2sejwgtje
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