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Traffic sign conspicuity
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ISBN: 1631171704 9781631171703 9781631171604 Year: 2014 Publisher: New York


Book
Qualitatsanalyse koordinierter Lichtsignalsteuerungen unter Verwendung kooperativ gewonnener Messgrossen
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ISBN: 3737602476 9783737602471 9783737602464 3737602468 Year: 2017 Publisher: Kassel, [Germany] : Kassel University Press,


Book
Le signe et le droit : les bornes, les uniformes, la signalisation routière et autres
Authors: ---
ISBN: 2275011730 9782275011738 Year: 1979 Volume: t. 162 Publisher: Paris : LGDJ (Librairie Générale de Droit et de Jurisprudence),


Book
Guide to Convolutional Neural Networks : A Practical Application to Traffic-Sign Detection and Classification
Authors: ---
ISBN: 3319575503 331957549X Year: 2017 Publisher: Cham : Springer International Publishing : Imprint: Springer,

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Abstract

This must-read text/reference introduces the fundamental concepts of convolutional neural networks (ConvNets), offering practical guidance on using libraries to implement ConvNets in applications of traffic sign detection and classification. The work presents techniques for optimizing the computational efficiency of ConvNets, as well as visualization techniques to better understand the underlying processes. The proposed models are also thoroughly evaluated from different perspectives, using exploratory and quantitative analysis. Topics and features: Explains the fundamental concepts behind training linear classifiers and feature learning Discusses the wide range of loss functions for training binary and multi-class classifiers Illustrates how to derive ConvNets from fully connected neural networks, and reviews different techniques for evaluating neural networks Presents a practical library for implementing ConvNets, explaining how to use a Python interface for the library to create and assess neural networks Describes two real-world examples of the detection and classification of traffic signs using deep learning methods Examines a range of varied techniques for visualizing neural networks, using a Python interface Provides self-study exercises at the end of each chapter, in addition to a helpful glossary, with relevant Python scripts supplied at an associated website This self-contained guide will benefit those who seek to both understand the theory behind deep learning, and to gain hands-on experience in implementing ConvNets in practice. As no prior background knowledge in the field is required to follow the material, the book is ideal for all students of computer vision and machine learning, and will also be of great interest to practitioners working on autonomous cars and advanced driver assistance systems.

Keywords

Computer science. --- Computer organization. --- Computational linguistics. --- Pattern recognition. --- Automotive engineering. --- Computer Science. --- Pattern Recognition. --- Information Systems Applications (incl. Internet). --- Computer Systems Organization and Communication Networks. --- Signal, Image and Speech Processing. --- Language Translation and Linguistics. --- Automotive Engineering. --- Neural networks (Computer science) --- Traffic signs and signals. --- Road signs --- Roads --- Roadside traffic signs --- Traffic control devices --- Traffic signaling --- Transportation, Automotive --- Artificial neural networks --- Nets, Neural (Computer science) --- Networks, Neural (Computer science) --- Neural nets (Computer science) --- Signs --- Traffic signs --- Traffic control --- Artificial intelligence --- Natural computation --- Soft computing --- Highway communications --- Signs and signboards --- Transportation markings --- Accessories --- Optical pattern recognition. --- Computer network architectures. --- Natural language processing (Computer science). --- Engineering. --- Natural Language Processing (NLP). --- Construction --- Industrial arts --- Technology --- NLP (Computer science) --- Electronic data processing --- Human-computer interaction --- Semantic computing --- Architectures, Computer network --- Network architectures, Computer --- Computer architecture --- Optical data processing --- Pattern perception --- Perceptrons --- Visual discrimination --- Application software. --- Signal processing. --- Image processing. --- Speech processing systems. --- Computational linguistics --- Electronic systems --- Information theory --- Modulation theory --- Oral communication --- Speech --- Telecommunication --- Singing voice synthesizers --- Pictorial data processing --- Picture processing --- Processing, Image --- Imaging systems --- Processing, Signal --- Information measurement --- Signal theory (Telecommunication) --- Organization, Computer --- Electronic digital computers --- Application computer programs --- Application computer software --- Applications software --- Apps (Computer software) --- Computer software --- Design perception --- Pattern recognition --- Form perception --- Perception --- Figure-ground perception


Book
Signalized Intersections : Fundamentals to Advanced Systems
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ISBN: 3030385493 3030385485 Year: 2020 Publisher: Cham : Springer International Publishing : Imprint: Springer,

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Abstract

This textbook introduces the basics principles of intersection signalization including need studies, signal phasing, sequencing, timing, as well as more advanced topics such as detectors, controllers, actuated control schemes, and signal coordination. The book covers a variety of topics critical to the set up and operation of intersections controlled by traffic signals. Professor Ni imparts a basic understanding of how intersections work, what justifies intersection signalization, how to properly design phasing and timing plans for intersections, what is needed to run traffic-responsive signals, the workings of traffic controller cabinets, and how to set up signal coordination at multiple intersections—competencies essential to transportation professionals in charge of traffic operation at federal, state, and local levels. Aimed at students in transportation engineering programs with a focus on intersection signalization, the book is also ideal for researchers of traffic dynamics and municipal civil and transportation engineers.

Keywords

Transportation engineering. --- Traffic engineering. --- Control engineering. --- Engineering geology. --- Engineering—Geology. --- Foundations. --- Hydraulics. --- Applied mathematics. --- Engineering mathematics. --- Quality control. --- Reliability. --- Industrial safety. --- Fluid mechanics. --- Transportation Technology and Traffic Engineering. --- Control and Systems Theory. --- Geoengineering, Foundations, Hydraulics. --- Mathematical and Computational Engineering. --- Quality Control, Reliability, Safety and Risk. --- Engineering Fluid Dynamics. --- Traffic signs and signals. --- Roads --- Traffic flow. --- Interchanges and intersections. --- Traffic volume --- Traffic engineering --- Traffic surveys --- Highway capacity --- Traffic density --- Cloverleaf (Highway engineering) --- Crossroads --- Grade separation (Highway engineering) --- Interchanges (Highway engineering) --- Intersections (Highway engineering) --- Road signs --- Roadside traffic signs --- Traffic control devices --- Traffic signaling --- Transportation, Automotive --- Highway communications --- Signs and signboards --- Transportation markings --- Signs --- Traffic signs --- Traffic control --- Accessories --- Hydromechanics --- Continuum mechanics --- Industrial accidents --- Industries --- Job safety --- Occupational hazards, Prevention of --- Occupational health and safety --- Occupational safety and health --- Prevention of industrial accidents --- Prevention of occupational hazards --- Safety, Industrial --- Safety engineering --- Safety measures --- Safety of workers --- Accidents --- System safety --- Dependability --- Trustworthiness --- Conduct of life --- Factory management --- Industrial engineering --- Reliability (Engineering) --- Sampling (Statistics) --- Standardization --- Quality assurance --- Quality of products --- Engineering --- Engineering analysis --- Mathematical analysis --- Flow of water --- Water --- Fluid mechanics --- Hydraulic engineering --- Jets --- Architecture --- Building --- Structural engineering --- Underground construction --- Caissons --- Earthwork --- Masonry --- Soil consolidation --- Soil mechanics --- Walls --- Civil engineering --- Geology, Economic --- Control engineering --- Control equipment --- Control theory --- Engineering instruments --- Automation --- Programmable controllers --- Engineering, Traffic --- Road traffic --- Street traffic --- Traffic, City --- Traffic regulation --- Urban traffic --- Highway engineering --- Transportation engineering --- Prevention --- Mathematics --- Flow --- Distribution --- Details --- Geology

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