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INTERNATIONAL JOURNAL OF SCIENTIFIC DEVELOPMENT AND RESEARCH International Peer Reviewed & Refereed Journals, Open Access Journal ISSN Approved Journal No: 2455-2631 | Impact factor: 8.15 | ESTD Year: 2016 open access , Peer-reviewed, and Refereed Journals, Impact factor 8.15 |
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| Paper Title: | Video Surveillance System using based on Wavelet Transform |
| Authors Name: | Meghana M. Deshpande |
| Unique Id: | IJSDR2212060 |
| Published In: | Volume 7 Issue 12, December-2022 |
| Abstract: | Automatic human detection is an important application where security is the main concern. As human detection problem involves classification of two objects as humans and others, a human detection using intelligent video surveillance system is presented using support vector machine to detect human in surveillance field. In this paper, in order to improve the efficiency of the machine learning 2D Wavelet transform based features are used. It consists of wavelet statistical features and wavelet co-occurrence features which are obtained from red, green and blue layers of sample images. The sample images are obtained through the video which forms training input to SVM. The experimental results demonstrate that the proposed system achieves good success rate for wavelet co-occurrence features. |
| Keywords: | Human detection, Support Vector machine, Video surveillance, Wavelet transform |
| Cite Article: | "Video Surveillance System using based on Wavelet Transform", International Journal of Science & Engineering Development Research (www.ijsdr.org), ISSN:2455-2631, Vol.7, Issue 12, page no.401 - 404, December-2022, Available :http://www.ijsdr.org/papers/IJSDR2212060.pdf |
| Downloads: | 000337209 |
| Publication Details: | Published Paper ID: IJSDR2212060 Registration ID:203001 Published In: Volume 7 Issue 12, December-2022 DOI (Digital Object Identifier): Page No: 401 - 404 Publisher: IJSDR | www.ijsdr.org ISSN Number: 2455-2631 |
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