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Author/Affiliation: Muhammad Asif Manzoor
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Open AccessArticle
6 Pages, 930 KB Download PDF

Support Vector Machine based Vehicle Make and Model Recognition System

Advances in Science, Technology and Engineering Systems Journal, Volume 2, Issue 3, Page # 1080–1085, 2017; DOI: 10.25046/aj0203137
Abstract:

Vehicle analysis is a very useful component in various real world applications. In this paper, we have developed a Vehicle Make and Model Recognition (VMMR) system using Support Vector Machine (SVM). Scale Invariant Feature Transform (SIFT) and Speed-Up Robust Transform (SURF) are used to extract local features from an image. Bag-of-Features (BoF) model is used…

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(This article belongs to the SP3 (Special issue on Recent Advances in Engineering Systems 2017) & Section Interdisciplinary Applications of Computer Science (CSI))
Open AccessArticle
7 Pages, 803 KB Download PDF

Network Intrusion Detection System using Apache Storm

Advances in Science, Technology and Engineering Systems Journal, Volume 2, Issue 3, Page # 812–818, 2017; DOI: 10.25046/aj0203102
Abstract:

Network security implements various strategies for the identification and prevention of security breaches. Network intrusion detection is a critical component of network management for security, quality of service and other purposes. These systems allow early detection of network intrusion and malicious activities; so that the Network Security infrastructure can react to mitigate these threats. Various…

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(This article belongs to the SP3 (Special issue on Recent Advances in Engineering Systems 2017) & Section Information Systems in Computer Science (CIS))

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