03684nam 22006135 450 991016399500332120200630134142.03-319-50551-310.1007/978-3-319-50551-0(CKB)3710000001051385(DE-He213)978-3-319-50551-0(MiAaPQ)EBC4800440(PPN)198868979(EXLCZ)99371000000105138520170206d2017 u| 0engurnn|008mamaatxtrdacontentcrdamediacrrdacarrierComputer Vision for Driver Assistance Simultaneous Traffic and Driver Monitoring /by Mahdi Rezaei, Reinhard Klette1st ed. 2017.Cham :Springer International Publishing :Imprint: Springer,2017.1 online resource (XIV, 224 p. 139 illus., 137 illus. in color.) Computational Imaging and Vision,1381-6446 ;453-319-50549-1 Includes bibliographical references and index.Vision-Based Driver-Assistance Systems -- Driver-Environment Understanding -- Computer Vision Basics -- Object Detection, Classification, and Tracking -- Driver Drowsiness Detection -- Driver Inattention Detection -- Vehicle Detection and Distance Estimation -- Fuzzy Fusion for Collision Avoidance.This book summarises the state of the art in computer vision-based driver and road monitoring, focussing on monocular vision technology in particular, with the aim to address challenges of driver assistance and autonomous driving systems. While the systems designed for the assistance of drivers of on-road vehicles are currently converging to the design of autonomous vehicles, the research presented here focuses on scenarios where a driver is still assumed to pay attention to the traffic while operating a partially automated vehicle. Proposing various computer vision algorithms, techniques and methodologies, the authors also provide a general review of computer vision technologies that are relevant for driver assistance and fully autonomous vehicles. Computer Vision for Driver Assistance is the first book of its kind and will appeal to undergraduate and graduate students, researchers, engineers and those generally interested in computer vision-related topics in modern vehicle design. .Computational Imaging and Vision,1381-6446 ;45Computer science—MathematicsComputer mathematicsOptical data processingPattern recognitionMathematical Applications in Computer Sciencehttps://scigraph.springernature.com/ontologies/product-market-codes/M13110Image Processing and Computer Visionhttps://scigraph.springernature.com/ontologies/product-market-codes/I22021Pattern Recognitionhttps://scigraph.springernature.com/ontologies/product-market-codes/I2203XComputer science—Mathematics.Computer mathematics.Optical data processing.Pattern recognition.Mathematical Applications in Computer Science.Image Processing and Computer Vision.Pattern Recognition.510Rezaei Mahdiauthttp://id.loc.gov/vocabulary/relators/aut1060339Klette Reinhardauthttp://id.loc.gov/vocabulary/relators/autMiAaPQMiAaPQMiAaPQBOOK9910163995003321Computer Vision for Driver Assistance2512550UNINA