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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...

    Duy Cuong Bui, Ngan Linh Nguyen, Anh Hiep Hoang in Machine Vision and Applications (2024)

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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...

    Hoang-Thong Vo, Ngan-Linh Nguyen in Biomedical and Other Applications of Soft … (2023)

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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)....

    Hoang-Thong Vo, Quang-Linh Tran, Gia-Huy Lam in Intelligent Distributed Computing XV (2023)

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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...

    Ngan-Linh Nguyen, Hoang-Thong Vo in Intelligence of Things: Technologies and A… (2022)