A Depth Video-based Human Detection and Activity Recognition using Multi-features and Embedded Hidden Markov Models for Health Care Monitoring Systems

A Depth Video-based Human Detection and Activity Recognition using Multi-features and Embedded Hidden Markov Models for Health Care Monitoring Systems

Increase in number of elderly people who are living independently needs especial care in the form of healthcare monitoring systems. Recent advancements in depth video technologies have made human activity recognition (HAR) realizable for elderly healthcare applications. In this paper, a depth video-...

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Bibliographic Details
Main Authors: Ahmad Jalal, Shaharyar Kamal, Daijin Kim
Format: Article
Language:English
Published: Universidad Internacional de La Rioja (UNIR) 2017-08-01
Series:International Journal of Interactive Multimedia and Artificial Intelligence
Subjects:
Feature Extraction
Hidden Markov Models
Human Detection Activity
Monitoring
Online Access:http://www.ijimai.org/journal/node/1516

Internet

http://www.ijimai.org/journal/node/1516

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