IJSDR Research Journal
International Journal of Scientific Development and Research - IJSDR
(An International Open Access Journal)

Issue: December 2019

Volume 4 | Issue 12

Impact factor: 5.47

Click Here For more Info

Imp Links for Author
Imp Links for Reviewer
Research Area
Subscribe IJSDR
Visitor Counter

Copyright Infringement Claims
Indexing Partner
Published Paper Details
Paper Title: Secure helmet wearing detection by using image processing and machine learnig.
Authors Name: Gaikwad Pragati Rajesh , Jadhav Aparna Subhash , Jadhav Komal Dnyandeo , Prof. Ekatpure J.N
Unique Id: IJSDR1805097
Published In: Volume 3 Issue 5, May-2018
Abstract: The secure helmet wearing detection is very needed in power substation. At first, the ViBe background modelling algorithm is used to detect the moving object under a view of fix surveillant camera in power substation. After that obtaining the movement region of interest, the Histogram of Oriented Gradient (HOG) feature is used to relate inner human. And then, based on the result of HOG quality selection, the Support Vector Machine (SVM) is developed to classify pedestrians. Finally, the safety helmet detection will be executed by colour feature identification. gripping experimental results indicated the accuracy and effectiveness of our proposed method .The U.S. construction industry suffers from the large amount of fatalities among all factories, that is, one of five workman expires in private factories were in power substation. Large amount of loss has occurred to the workers family members, the factory, and the countries. Considering the highest and increasing number of substation projects that are being handled in the U.S., there is a highest necessity of developing innovative methods to automatically monitor the safety for the workers at power substation.
Keywords: ViBe, Histogram of oriented gradient, Support vector machine,Color feature recognition
Cite Article: "Secure helmet wearing detection by using image processing and machine learnig.", International Journal of Science & Engineering Development Research (www.ijsdr.org), ISSN:2455-2631, Vol.3, Issue 5, page no.643 - 644, May-2018, Available :http://www.ijsdr.org/papers/IJSDR1805097.pdf
Downloads: 0001526
Publication Details: Published Paper ID: IJSDR1805097
Registration ID:180345
Published In: Volume 3 Issue 5, May-2018
DOI (Digital Object Identifier):
Page No: 643 - 644
Publisher: IJSDR | www.ijsdr.org
ISSN Number: 2455-2631

Click Here to Download This Article

Article Preview

Click here for Article Preview

Major Indexing from www.ijsdr.org
Google Scholar ResearcherID Thomson Reuters Mendeley : reference manager Academia.edu
arXiv.org : cornell university library Research Gate CiteSeerX DOAJ : Directory of Open Access Journals
DRJI Index Copernicus International Scribd DocStoc

Track Paper
Important Links
Conference Proposal
DOI (A digital object identifier)

Providing A digital object identifier by DOI
How to GET DOI and Hard Copy Related
Open Access License Policy
This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License
Creative Commons License
This material is Open Knowledge
This material is Open Data
This material is Open Content
Social Media