INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT International Peer Reviewed & Refereed Journals, Open Access Journal ISSN Approved Journal No: 2456-4184 | Impact factor: 8.76 | ESTD Year: 2016
Scholarly open access journals, Peer-reviewed, and Refereed Journals, Impact factor 8.76 (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)
Surveillance cameras are having a great scope of use in public places e.g. streets, intersections, banks, shopping malls, etc. to increase public safety and it only store records or CCTV footages. Though, the monitoring capability of law enforcement agencies has not kept pace.
II. One of the critical tasks in video surveillance is detecting anomalous events like traffic accidents, crimes or illegal activities.
III. The solution to this problem involves segmentation, extraction and verification of faces and possibly facial features from an uncontrolled background. In deep learning, a CNN (convolutional neural network or ConvNet) is a class of deep neural networks, which are most commonly applied to analyzing visual imagery.
IV. The main advantages of this algorithm are uniqueness and approval as compared to others. One of the chief advantages of video surveillance over still frames is that fact accumulation over multiple frames can provide us a better face recognition performance. The need of speed and accuracy to identify is satisfied.
Keywords:
Face Detection; Face Recognition; Face Extraction; DBN; MFB; open CV; harr cascade; CNN.
Cite Article:
"HUMAN FACE RECOGNITION FOR VIDEO SURVEILLANCE USING DEEP LEARNING", International Journal of Novel Research and Development (www.ijnrd.org), ISSN:2456-4184, Vol.8, Issue 5, page no.f585-f588, May-2023, Available :http://www.ijnrd.org/papers/IJNRD2305584.pdf
Downloads:
000118767
ISSN:
2456-4184 | IMPACT FACTOR: 8.76 Calculated By Google Scholar| ESTD YEAR: 2016
An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 8.76 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator
Facebook Twitter Instagram LinkedIn