Scholarly open access journals, Peer-reviewed, and Refereed Journals, Impact factor 8.14 (Calculate by google scholar and Semantic Scholar | AI-Powered Research Tool) , Multidisciplinary, Monthly, Indexing in all major database & Metadata, Citation Generator, Digital Object Identifier(DOI)
E-learning and online-courses have gained popularity over the last decade due to its adaptability, accessibility, and user friendliness. But preserving the integrity of the examination is challenging. In this study, we describe a technique for avoiding a proctor's physical presence throughout the exam by developing a thorough multi-modal system. We have utilized hardware, such as webcam, video and audio in addition to actively capturing windows. This combination serves as the input to a smart rule-based inference engine, which can determine whether malpractice has occurred. We specifically detect head pose, eyeball and mobile phone and person detection as a vision based technique. The face of the examinee is recognised, and feature points are extracted from it to estimate a head pose. On the basis of changes in the face angle, the existence of audio, and active window capture, misconduct is discovered. The results of the experiment demonstrated that our system outperformed the existing systems.
Keywords:
Online Mode, Automated Online Exam Proctoring, User Verification, Speech Detection, Vision based technique
Cite Article:
"AUTOMATED ONLINE REMOTE PROCTORING SYSTEM", International Journal of Science & Engineering Development Research (www.ijrti.org), ISSN:2455-2631, Vol.8, Issue 7, page no.388 - 392, July-2023, Available :http://www.ijrti.org/papers/IJRTI2307059.pdf
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000205115
ISSN:
2456-3315 | IMPACT FACTOR: 8.14 Calculated By Google Scholar| ESTD YEAR: 2016
An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 8.14 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator