Deep learning-based multiple moving vehicle detection and tracking using a nonlinear fourth-order reaction-diffusion based multi-scale video object analysis
DOI10.3934/DCDSS.2022083OpenAlexW4226146201MaRDI QIDQ6160643
Publication date: 26 June 2023
Published in: Discrete and Continuous Dynamical Systems. Series S (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.3934/dcdss.2022083
multi-scale analysisGaussian mixture modelsconvolutional neural networksdeep learningHOG featureswell-posed PDE modelmultiple vehicle detection and trackingnonlinear fourth-order reaction-diffusionSURF descriptorvideo instance matching
Random fields; image analysis (62M40) Classification and discrimination; cluster analysis (statistical aspects) (62H30) Artificial neural networks and deep learning (68T07) Sensitivity, stability, well-posedness (49K40) Computing methodologies for image processing (68U10) Numerical aspects of computer graphics, image analysis, and computational geometry (65D18) Image processing (compression, reconstruction, etc.) in information and communication theory (94A08) Existence problems for PDEs: global existence, local existence, non-existence (35A01) Artificial intelligence (68Txx) Uniqueness problems for PDEs: global uniqueness, local uniqueness, non-uniqueness (35A02) Computer science (68-XX) General topics in partial differential equations (35Axx)
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