Journal of Computer, Internet and Network Security [ISSN: 2457-0176 (online)]

Vol 3, No 3 (2018)

Survey on Big Data Visualization Framework for Vehicle Scene Classification

Authors: Priyadarshini R, S. Kayalvizhi, A.Geetha

Abstract: In every sphere of life Big Data will be transformative. Data Visualization and Analytics plays important role in decision making in various sectors. It is important to analyze the various information of the vehicle for the collision mitigation. In vehicle for the collision prevention the Sensor’s, Camera information’s are taken and analyzed for the various purposes. It is important to identify various scenes for sensor performance evaluation. Signals in a vehicle are transmitted through CAN (Controller Area Network) buses from Sensor’s, control units and signals for actuators. If the Radar fails to record certain information, the Camera data are analyzed to obtain the result. The paper represents the survey on how to obtain the data from the Radar, CAN and GPS(Global Positioning System) to develop the data visualization framework andusing deep learning analyze the performance of the vehicle data for different scene classification.

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