ABNORMAL EVENT DETECTION BY MACHINE VISION USING DEEP LEARNING
Akshara Alex, Ashi Sahu, Avni Tanwar, Nisha Rathi, Kavita Namdev · International Journal of Engineering Applied Sciences and Technology · 2020
This paper proposes an abnormal event detection system through surveillance camera using machine vision, in corporation with deep learning, which analyzes footages of crowded scenes and detects abnormal events.In the proposed solution, the concept of basic deep neural network model has been widely adopted.DNN is a mathematical model that categorizes video input frames and separates the anomaly present in the video events.If any one of the anomaly namely arrest, assault and abuse is occurred in a video, that anomaly is detected from specified frames of video.The proposed model mainly depicts how deep learning elevates the quality of machine vision in abnormal event.