Secure helmet wearing detection by using image processing and machine learnig.
Gaikwad Pragati Rajesh
, Jadhav Aparna Subhash , Jadhav Komal Dnyandeo , Prof. Ekatpure J.N
ViBe, Histogram of oriented gradient, Support vector machine,Color feature recognition
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.
"Secure helmet wearing detection by using image processing and machine learnig.", IJSDR - International Journal of Scientific Development and Research (www.IJSDR.org), ISSN:2455-2631, Vol.3, Issue 5, page no.643 - 644, May-2018, Available :https://ijsdr.org/papers/IJSDR1805097.pdf
Volume 3
Issue 5,
May-2018
Pages : 643 - 644
Paper Reg. ID: IJSDR_180345
Published Paper Id: IJSDR1805097
Downloads: 000347220
Research Area: Engineering
Country: Pune, Maharashtra, India
ISSN: 2455-2631 | IMPACT FACTOR: 9.15 Calculated By Google Scholar | ESTD YEAR: 2016
An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 9.15 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator
Publisher: IJSDR(IJ Publication) Janvi Wave
