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Abstract: This paper describes the digital image processing and pattern recognition applications in transport and its significance explained in detail using digital image processing and pattern recognition technology, the principles and methods, and on this basis to study the traffic detection system algorithms and model, through the study of the paper, a preliminary exploration of digital image processing and pattern recognition in traffic detection system in the application of ways and means for the future to further the realization of digital image-based traffic detection system laid the foundation for