Violence detection system
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Date
2019-05
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Volume Title
Publisher
AIKTC
Abstract
As action recognition problem is becoming a hot topic within computer vision,
the detection of fights or in general aggressive behavior has been comparatively
less studied. Such capability may be extremely useful in some video surveillance
scenarios like in prisons, psychiatric centers or even embedded in camera phones
Our System will be capable enough to detect aggressive behavior in a fight and
various objects used in it. It will be using various computer vision technique and
deep neural network to detect and recognize objects and actions in the violent outbreak.
Our System is mainly dependent on how the model is trained and how good
the quality of CCTV camera is, as we will be doing the processing on CCTV feed
Keywords: Computer-vision, neural network, violent outbreak, action recognition,
object detection, Keras, Numpy, Tensorflow, surveillance video, HMM(Hidden Markov
Model)
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Project Report - CO