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• W2122679244 abstract "Video sensors become particularly important in traffic applications mainly due to their fast response, easy installation, operation and maintenance, and their ability to monitor wide areas. Research in several fields of traffic applications has resulted in a wealth of video processing and analysis methods. Two of the most demanding and widely studied applications relate to traffic monitoring and automatic vehicle guidance. In general, systems developed for these areas must integrate, amongst their other tasks, the analysis of their static environment (automatic lane finding) and the detection of static or moving obstacles (object detection) within their space of interest. In this paper we present an overview of image processing and analysis tools used in these applications and we relate these tools with complete systems developed for specific traffic applications. More specifically, we categorize processing methods based on the intrinsic organization of their input data (feature-driven, area-driven, or model-based) and the domain of processing (spatial/frame or temporal/video). Furthermore, we discriminate between the cases of static and mobile camera. Based on this categorization of processing tools, we present representative systems that have been deployed for operation. Thus, the purpose of the paper is threefold. First, to classify image-processing methods used in traffic applications. Second, to provide the advantages and disadvantages of these algorithms. Third, from this integrated consideration, to attempt an evaluation of shortcomings and general needs in this field of active research." @default.
• W2122679244 created "2016-06-24" @default.
• W2122679244 creator A5005847721 @default.
• W2122679244 creator A5009337965 @default.
• W2122679244 creator A5071136413 @default.
• W2122679244 date "2003-04-01" @default.
• W2122679244 modified "2023-10-17" @default.
• W2122679244 title "A survey of video processing techniques for traffic applications" @default.
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• W2122679244 doi "https://doi.org/10.1016/s0262-8856(03)00004-0" @default.
• W2122679244 hasPublicationYear "2003" @default.
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