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Seamless Tracing of Human Behavior Using Complementary Wearable and House-Embedded Sensors

Piotr Augustyniak, Magdalena Smoleń, Zbigniew Mikrut, Eliasz Kańtoch
2014 Sensors  
The paper provides results for indoor recognition of several elementary poses and outdoor recognition of complex movements.  ...  accuracy of elementary pose recognition by the combined accelerometer and video-based system, and 80% accuracy of complex outdoor activity recognition by the accelerometer-based wearable system.  ...  Our measurements show that it is possible to establish an open architecture wearable wireless sensor network and apply it to monitor complex outdoor activities of humans.  ... 
doi:10.3390/s140507831 pmid:24787640 pmcid:PMC4062997 fatcat:e4fglcduajdbzi2gkbhglgdwnu

Ambient Assisted Living: A Review of Technologies, Methodologies and Future Perspectives for Healthy Aging of Population

Grazia Cicirelli, Roberto Marani, Antonio Petitti, Annalisa Milella, Tiziana D'Orazio
2021 Sensors  
AAL can provide an arrary of solutions for improving the quality of life of individuals, for allowing people to live healthier and independently for longer, for helping people with disabilities, and for  ...  Over the last decade, there has been considerable and increasing interest in the development of Active and Assisted Living (AAL) systems to support independent living.  ...  Outdoor Environments Elderly people spend a number of hours of the day outside the home environment.  ... 
doi:10.3390/s21103549 pmid:34069727 fatcat:huc56ric2zfw5htw7nmd6mlh6m

Towards a Robust Concurrent and Interleaved Activity Recognition of Mobile Users

Saguna, Arkady Zaslavsky, Dipanjan Chakraborty
2011 2011 IEEE 12th International Conference on Mobile Data Management  
We develop and validate our complex activity recognition algorithm for detecting these multiple complex activities. Activities are mapped onto situations using spatio-temporal analysis.  ...  This paper proposes a situation and context-aware complex activity recognition system where we use on-body sensor information along with other context information to infer mobile user activities which  ...  INTRODUCTION Human activity recognition has witnessed an increased interest from the research community in recent years with its applications in areas such as health monitoring, aged care, industry, sports  ... 
doi:10.1109/mdm.2011.82 dblp:conf/mdm/SagunaZC11 fatcat:bhnc76uisbc55gqfswbbac47k4

ACTIVE AND ASSISTED LIVING: A COMPREHENSIVE REVIEW OF ENABLING TECHNOLOGIES AND SCENARIOS

Manoj T
2018 International Journal of Advanced Research in Computer Science  
One such ICT-based innovative technology is Active and Assisted Living (AAL). In this paper we present comprehensive survey to monitor the recent trends in the realm of AAL.  ...  Finally, we conclude by proposing some possible directions for the future work in the area of AAL.  ...  For monitoring the location based activities seamlessly in open pervasive and ambient environment Global positioning system (GPS) sensors are widely used as wearable sensor.  ... 
doi:10.26483/ijarcs.v9i1.5284 fatcat:435ussasezf77ifhyvmeobbpbq

Workplace and human resource safety monitoring using internet of things

Adewole David Bamidele, Oluwole Charles Akinyokun
2021 Artificial intelligence research  
This paper proposes a system for monitoring HR activities and movements in the workplace in real time.  ...  The subject of safety and security of Human Resource (HR) of corporate organizations is a major concern due to the sudden rise in crimes, accidents and various hazards associated with workplaces and the  ...  In the indoor environment, passive RFID was used and for the outdoor environment; camera, RF sensors and GPS modules were used for monitoring and tracking of HRs.  ... 
doi:10.5430/air.v10n1p64 fatcat:bbkt3kps5vbejaj3knwzbawbni

IoT Driven Ambient Intelligence Architecture for Indoor Intelligent Mobility

Varuna De Silva, Jamie Roche, Xiyu Shi, Ahmet Kondoz
2018 2018 IEEE 16th Intl Conf on Dependable, Autonomic and Secure Computing, 16th Intl Conf on Pervasive Intelligence and Computing, 4th Intl Conf on Big Data Intelligence and Computing and Cyber Science and Technology Congress(DASC/PiCom/DataCom/CyberSciTech)  
Our objective is to utilize sensors in home settings in the least invasive manner for the robot to learn about its dynamic surroundings and interact in a human-like manner.  ...  Above challenges are aggravated by stringent and often tacit requirements surrounding personal privacy that may be invaded by continuous monitoring through sensors.  ...  Knowing what human subjects are doing is a key attribute for robots to plan and execute it's duties. Therefore, human activity recognition forms an integral part of human robot interaction.  ... 
doi:10.1109/dasc/picom/datacom/cyberscitec.2018.00090 dblp:conf/dasc/SilvaRSK18 fatcat:2bpu3u4owvg37h5rvflcakcitu

SafeRoute: An Example of Multi-sensoring Tracking for the Elderly Using Mobiles on Ambient Intelligence [chapter]

Javier Jiménez Alemán, Nayat Sanchez-Pi, Ana Cristina Bicharra Garcia
2015 Communications in Computer and Information Science  
New technologies have become an important support for the monitoring of older people in outdoor environments by their caregivers.  ...  Smart phones equipped with a rich set of powerful sensors allowed the ubiquitous human activity recognition on mobile platforms at a low cost.  ...  tracking and activity recognition data for elderly people in outdoors and indoor environments.  ... 
doi:10.1007/978-3-319-19033-4_17 fatcat:kdjkde2qvzbeja26pmjbem2nxu

A system to automatically track humans and vehicles with a PTZ camera

M. Lalonde, S. Foucher, L. Gagnon, E. Pronovost, M. Derenne, A. Janelle, Zia-ur Rahman, Stephen E. Reichenbach, Mark A. Neifeld
2007 Visual Information Processing XVI  
The paper reports about the development of a software module that allows autonomous object detection, recognition and tracking in outdoor urban environment.  ...  The purpose of the project was to endow a commercial PTZ camera with object tracking and recognition capability to automate some surveillance tasks.  ...  and recognition in an outdoor urban environment.  ... 
doi:10.1117/12.718446 dblp:conf/spieVIP/LalondeFGPDJ07 fatcat:ptrzdqhkqzddlncx7klhjdlfbi

On the Challenges and Potential of Using Barometric Sensors to Track Human Activity

Ajaykumar Manivannan, Wei Chien Benny Chin, Alain Barrat, Roland Bouffanais
2020 Sensors  
For instance, it is now possible to use barometers in conjunction with other sensors to track and identify a wide range of human activity classes.  ...  We conclude this review with some suggestions on some possible future uses of barometric sensors for the specific purpose of tracking human activities.  ...  activities and for the field of human activity (and movement) recognition (HAR) [7] .  ... 
doi:10.3390/s20236786 pmid:33261064 pmcid:PMC7731380 fatcat:van22nohknak5dmblmtwlp3pbe

AirSense

Yan Zhuang, Feng Lin, Eun-Hye Yoo, Wenyao Xu
2015 Proceedings of the 2015 Workshop on Pervasive Wireless Healthcare - MobileHealth '15  
relationship between air quality and human activities.  ...  The central environment monitoring networks provide limited spatial coverage and no contextual information.  ...  be used for the scene recognition.  ... 
doi:10.1145/2757290.2757293 dblp:conf/mobihoc/ZhuangLYX15 fatcat:e544rdwoifhkfmclt4vzusiosm

Design of a Wearable Wireless Multi-sensor Monitoring System and Application for Activity Recognition using Deep Learning

Gokmen Ascioglu, Yavuz Senol
2020 IEEE Access  
Activities Sampling Rate Number of Volunteer Total Dataset Size OPPORTUNITY Environment, Object, Motionless sensor networks for activity monitoring and apply DL neural networks for activity recognition  ...  EVALUATION In this study, we have particularly focused on designing a monitoring system for outdoor environment and automated feature extraction technique using deep learning neural networks.  ...  He realized some projects for private companies and TUBITAK in related subjects.  ... 
doi:10.1109/access.2020.3024003 fatcat:uyphngqmfzdjbirol5jsf7uqfi

Applications of ICTs and Action Recognition for Construction Workers

Ren-Jye Dzeng
2018 Trends in Civil Engineering and its Architecture  
Human action recognition has drawn considerable attention because of its wide variety of potential applications in the computer vision sector.  ...  This paper reviews the research regarding construction management by using information and communication technologies for human action recognition.  ...  To overcome problems such as occlusions and strong outdoor lighting, which are caused by the dynamic and complex nature of the construction environment, non-vision-based approaches to recognizing human  ... 
doi:10.32474/tceia.2018.01.000113 fatcat:edwjl462czbjxfbepuabshjtcu

A Review of Wearable Technologies for Elderly Care that Can Accurately Track Indoor Position, Recognize Physical Activities and Monitor Vital Signs in Real Time

Zhihua Wang, Zhaochu Yang, Tao Dong
2017 Sensors  
These technologies are categorized into three types: indoor positioning, activity recognition and real time vital sign monitoring.  ...  Activity recognition not only helps ensure that sudden events (e.g., falls) will raise alarms but also functions as a feasible way to guide people's activities so that they avoid dangerous behaviors.  ...  Besides, we thank the anonymous reviewers for their comments which helped improve this paper to its present form. This work was supported in part by CTBU, HSN, and NUDT.  ... 
doi:10.3390/s17020341 pmid:28208620 pmcid:PMC5336038 fatcat:h4cxt3ag4rabpk7qe4e3mvp7ku

Physiological and Behavior Monitoring Systems for Smart Healthcare Environments: A Review

Mariana Jacob Rodrigues, Octavian Postolache, Francisco Cercas
2020 Sensors  
In this paper we address several requirements for the development of such environments, namely the deployment of physiological signs monitoring systems, daily activity recognition techniques, as well as  ...  The machine learning methods that are most used in the literature for activity recognition and body motion analysis are also referred.  ...  The wide range detection of air pollutants made the system suitable for both indoor and outdoor environments.  ... 
doi:10.3390/s20082186 pmid:32290639 fatcat:aj73magczbeivcetqbcbyvxcyu

A Review on Outdoor and Indoor Automated Video Surveillance Systems

U. Pavan, Bharathi S.H.
2015 International Journal of Computer Applications  
from an environment.  ...  Detecting through video image processing is one of the most attractive alternative new technologies as it offers opportunities for performing substantially more complex tasks and providing more information  ...  events, or recognize complex human(or group oh humans) activities.  ... 
doi:10.5120/ijca2015907524 fatcat:6kxbrg5ucnht5oqxciagqbnkxu
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