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Article
CAMTrack: a combined appearance-motion method for multiple-object tracking
Object tracking has emerged as an essential process for various applications in the field of computer vision, such as autonomous driving. Recently, object tracking technology has experienced rapid growth, part...
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Chapter
Binary Image Classification Using Convolutional Neural Network for V2V Communication Systems
This research presents a method based on deep learning network architecture for image classification problems for a communication system between autonomous vehicles. Vehicular communication is a research direc...
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Chapter and Conference Paper
Real-Time Traffic Prediction Using Distributed Deep Learning Based Multivariate Time-Series Models
Traffic prediction plays an extremely important role in the intelligent transportation system. The accuracy of traffic prediction helps to reduce traffic jams and helps intelligent transportation system (ITS)....
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Chapter and Conference Paper
Real-Time Traffic Congestion Forecasting Using Prophet and Spark Streaming
Traffic prediction system is one of the principal components of an intelligent traffic system (ITS). This system relies on data collected through vehicle-to-vehicle communication, probe vehicle monitoring, spe...