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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: | IMPROVED ACCURACY IN CLASSIFICATION OF MOVING OBJECTS IN REAL TIME VIDEO USING MACHINE LEARNING |
| Authors Name: | Siva Nagarjuna Madala , B. Sai Navaneeth Reddy , V. Shashank , G. Sridhar Rao , Mrs. C. Anuradha |
| Unique Id: | IJSDR2304190 |
| Published In: | Volume 8 Issue 4, April-2023 |
| Abstract: | In this paper, we present a novel method for detecting thrown objects and other free-flying bodies in video se-quences. Our method is designed to be used as a compo-nent in a deployed surveillance system and runs in real-time. We find interesting motion regions that meet certain size, compactness, and speed criteria, and then use the expectation maximization algorithm to find objects on parabolic trajectories over a short time window. In a large test set of indoor and outdoor videos, the system was shown to detect thrown objects of various sizes. In our project, we compared the accuracy of the following algorithms: Histogram of Oriented Gradient (HOG) and Single Shot Multibox Detector (SSMD) |
| Keywords: | Objects, Real time video, Machine Learning, Histogram of Oriented Gradient, Single Shot Multibox Detector, Moving object detection |
| Cite Article: | "IMPROVED ACCURACY IN CLASSIFICATION OF MOVING OBJECTS IN REAL TIME VIDEO USING MACHINE LEARNING", International Journal of Science & Engineering Development Research (www.ijsdr.org), ISSN:2455-2631, Vol.8, Issue 4, page no.1158 - 1160, April-2023, Available :http://www.ijsdr.org/papers/IJSDR2304190.pdf |
| Downloads: | 000337354 |
| Publication Details: | Published Paper ID: IJSDR2304190 Registration ID:205396 Published In: Volume 8 Issue 4, April-2023 DOI (Digital Object Identifier): Page No: 1158 - 1160 Publisher: IJSDR | www.ijsdr.org ISSN Number: 2455-2631 |
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