Intelligent Fall Detection Using Statistical Features and Machine Learning
Journal Title: International Journal of Trend in Scientific Research and Development - Year 2018, Vol 3, Issue 1
Abstract
Falls have become common nowadays among the elderly. It has been noted by the World Health Organization WHO that approximately one out of 3 elderly people aged above 65 living alone tend to fall and the rate can increase in the coming years. Many ideas have been proposed and worked out including using of inertial sensors, accelerometer and gyro meter. This paper proposes a method where the video from the camera is processed and the features are extracted. The features are extracted using HOG and statistical approach. The database contains fall and daily activities and Support Vector Machine SVM is used for classification which gives an accuracy of 100 . Hephzibah Thomas | Thyla B "Intelligent Fall Detection Using Statistical Features and Machine Learning" Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456-6470, Volume-3 | Issue-1 , December 2018, URL: http://www.ijtsrd.com/papers/ijtsrd19024.pdf Direct URL: http://www.ijtsrd.com/engineering/electronics-and-communication-engineering/19024/intelligent-fall-detection-using-statistical-features-and-machine-learning/hephzibah-thomas
The Impact of ERP on Business Organization in Mongolia
Mongolian business sector can be said blooming. And its market has been expanding more. As the market expands, competition between companies is increasing. Numerous organizations are starting using ERP system and proving...
Water Quality Requirements and Management Strategies for Fish Farming (A Case Study of Ponds Around Gurgaon Canal NUH Palwal)
A study on standard water quality parameter requirements and management strategies suitable for fish farming is presented. The water quality criteria studied based on physical, chemical and biological properties of water...
Reviewing the Multidisciplinary Lessons of the Covid 19 Pandemic
COVID 19 has affected most areas of people’s lives, including human relationships and ways of doing business. Governments, organizations, and individuals had to make changes to accept the new reality of life with no end...
A Two Tier E-Commerce Platform for Rent Product Service
In day to day life we need many things which we cannot a ord to purchase on the regular basis so their should be some platform to get those things on the rent and the service such as AMC on the website platform. E-commer...
Dividend Policy and Performance of Selected Quoted Firms in the Nigeria Stock Market
This study examined the relationship between dividend policy and performance of selected quoted firms in Nigeria. Dividend policy is challenging for the directors and financial Managers of any company because different i...