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Traffic signs and signals --- Traffic signs and signals. --- Road signs --- Roads --- Roadside traffic signs --- Traffic control devices --- Traffic signaling --- Transportation, Automotive --- Highway communications --- Signs and signboards --- Transportation markings --- Signs --- Traffic signs --- Traffic control --- Accessories
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In recent decades, China has transitioned from an inherently agricultural country to an emerging economic titan with a vast transportation network that befits its newly globalized status. Through this fast-paced economic development, the country soon became a nation of drivers. By 2019, the country had 260 million automobiles and 397 million drivers, most of whom were only years from being a novice. In 2019 alone, another 26 million new drivers joined the Chinese roadways. At the same time, China encountered many traffic-related problems: overcrowded urban areas, a deteriorating environment, the chaos of traffic signs, the building boom due to urbanization, and the pressure of traffic management, among others.Historically, China was never a country adept at traffic and transportation. Despite this, it has been trying to catch up with the world's pace and to welcome its guests from across the globe. This book zeroes in on the authentic discourses in Chinese traffic by demonstrating the interaction between traffic signs and their users (specifically the new drivers who are unfamiliar with traffic contexts, driving, or the Chinese language). Guangzhou (Canton), a prosperous first-tier city with over 20 million residents, was chosen as the sampling area for this study. The book scrutinizes the city's traffic signage, its drivers' experiences, and its traffic authorities' comments in order to provide a true picture of China, shifting from a country with big traffic to one with modern traffic.
Traffic signs and signals --- Automobile drivers --- Communication and traffic
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Traffic engineering --- Traffic flow --- Highway capacity --- Capacity, Highway --- Traffic capacity, Highway --- Traffic volume --- Traffic surveys --- Traffic density --- Engineering, Traffic --- Road traffic --- Street traffic --- Traffic, City --- Traffic control --- Traffic regulation --- Urban traffic --- Highway engineering --- Transportation engineering --- Computer simulation --- E-books --- Traffic engineering. --- Traffic signs and signals. --- Road signs --- Roads --- Roadside traffic signs --- Traffic control devices --- Traffic signaling --- Transportation, Automotive --- Highway communications --- Signs and signboards --- Transportation markings --- Mathematical models. --- Signs --- Traffic signs --- Accessories
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"Perspectives on ITS" is a collection of the Intelligent Transportation Systems (ITS) writings of Professor Joseph M. Sussman from MIT. Professor Sussman is a long-time major participant in the ITS world, beginning with his work on the core writing team in the original "IVHS" Strategic Plan in 1991-92, and continuing on to the present day. He has worked in a number of ITS area and is a keen observer of the ITS scene in general. The book contains extended articles on various aspects of ITS and perspectives on the future of the field, building on its rich history; organizational issues related to ITS – in particular, regionalism and the transportation / information infrastructure; and ITS’ implications for the transportation profession at large and for transportation education. In addition it contains 14 selected columns from the ITS Quarterly.
Intelligent transportation systems. --- Highway communications. --- Electronic traffic controls. --- Traffic signs and signals, Electronic --- Electronics in transportation --- Highway communications --- Traffic safety --- Traffic signs and signals --- Communications, Highway --- Road communications --- Roads --- Advanced Road Traffic Systems --- Advanced Transport Telematics --- ATT (Highway communications) --- Intelligent Road Transportation Systems --- Intelligent Vehicle Highway Systems --- IRTS (Highway communications) --- ITS (Highway communications) --- IVHS (Highway communications) --- Road Transport Informatics --- RTI (Highway communications) --- Vehicle Information and Communication Systems --- VICS (Highway communications) --- Mobile communication systems --- Sociotechnical systems --- Civil engineering. --- Engineering. --- Civil Engineering. --- Automotive Engineering. --- Construction --- Industrial arts --- Technology --- Engineering --- Public works --- Automotive engineering.
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This work presents a full generic approach to the detection and recognition of traffic signs. The approach, originally developed for a mobile mapping application, is based on the latest computer vision methods for object detection, and on powerful methods for multiclass classification. The challenge was to robustly detect a set of different sign classes in real time, and to classify each detected sign into a large, extensible set of classes. To address this challenge, several state-of-the-art methods were developed that can be used for different recognition problems. Following an introduction to the problems of traffic sign detection and categorization, the text focuses on the problem of detection, and presents recent developments in this field. The text then surveys a specific methodology for the problem of traffic sign categorization – Error-Correcting Output Codes – and presents several algorithms, performing experimental validation on a mobile mapping application. The work ends with a discussion on future lines of research, and continuing challenges for traffic sign recognition.
Image processing and computer vision. --- Pattern recognition systems. --- Traffic signs and signals -- Data processing. --- Computer vision --- Pattern recognition systems --- Traffic signs and signals --- Driver assistance systems --- Engineering & Applied Sciences --- Civil & Environmental Engineering --- Applied Physics --- Transportation Engineering --- Data processing --- Control systems. --- Traffic signal control systems --- Computer science. --- Image processing. --- Computer Science. --- Image Processing and Computer Vision. --- Sociotechnical systems --- Computer vision. --- Machine vision --- Vision, Computer --- Artificial intelligence --- Image processing --- Optical data processing. --- Optical computing --- Visual data processing --- Bionics --- Electronic data processing --- Integrated optics --- Photonics --- Computers --- Optical equipment
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Does application of countdown timers at traffic lights affect pedestrian safety? How can one model walking routes in transport systems using open source tools? What features should be particularly taken into account while implementing highly advanced ICT components in contemporary towns? What scenario for the development of Intelligent Transport Systems should be chosen for a specific area? How to estimate the impact of the substances emitted by vehicles on climate changes? Answers to these and many other questions can be found in this publication. It also comprises numerous analyses based on legitimate data sources, presenting the close relation between travel behaviours and the organisational as well as technical changes introduced in what is contemporarily referred as smart cities. At present and in the nearest future, technologically advanced transport systems require and will require considerable development of electromobility and the emphasis being placed on multimodality, therefore all these problems have been properly addressed in this publication. With regard to the research results discussed and the selected solutions which find practical application, the publication is dedicated to three groups of recipients: ·Scientists and researchers (ITS field) ·Local authorities (responsible for the transport system on the urban and the regional level) ·Representatives of business (traffic strategy management) and industry (manufacturers of ITS components). The publication entitled Intelligent Transport Systems and Travel Behaviour contains selected papers submitted to and presented at the 13th ”Transport Systems. Theory and Practice” Scientific and Technical Conference organised by the Department of Transport Systems and Traffic Engineering at the Faculty of Transport of the Silesian University of Technology. The conference was held on 19-21 September 2016 in Katowice (Poland). More details at www.TSTP.polsl.pl.
Artificial intelligence. --- Intelligent transportation systems. --- Transportation engineering. --- Electronic traffic controls. --- Traffic signs and signals, Electronic --- Advanced Road Traffic Systems --- Advanced Transport Telematics --- ATT (Highway communications) --- Intelligent Road Transportation Systems --- Intelligent Vehicle Highway Systems --- IRTS (Highway communications) --- ITS (Highway communications) --- IVHS (Highway communications) --- Road Transport Informatics --- RTI (Highway communications) --- Vehicle Information and Communication Systems --- VICS (Highway communications) --- Engineering. --- Computational intelligence. --- Traffic engineering. --- Computational Intelligence. --- Transportation Technology and Traffic Engineering. --- Artificial Intelligence (incl. Robotics). --- Civil engineering --- Engineering --- Engineering, Traffic --- Road traffic --- Street traffic --- Traffic, City --- Traffic control --- Traffic regulation --- Urban traffic --- Highway engineering --- Transportation engineering --- Intelligence, Computational --- Artificial intelligence --- Soft computing --- AI (Artificial intelligence) --- Artificial thinking --- Electronic brains --- Intellectronics --- Intelligence, Artificial --- Intelligent machines --- Machine intelligence --- Thinking, Artificial --- Bionics --- Cognitive science --- Digital computer simulation --- Electronic data processing --- Logic machines --- Machine theory --- Self-organizing systems --- Simulation methods --- Fifth generation computers --- Neural computers --- Construction --- Industrial arts --- Technology --- Electronics in transportation --- Highway communications --- Traffic safety --- Traffic signs and signals --- Mobile communication systems --- Sociotechnical systems --- Traffic Engineering. --- Artificial Intelligence.
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This book develops a methodology for designing feedback control laws for dynamic traffic assignment (DTA) exploiting the introduction of new sensing and information-dissemination technologies to facilitate the introduction of real-time traffic management in intelligent transportation systems. Three methods of modeling the traffic system are discussed: partial differential equations representing a distributed-parameter setting; continuous-time ordinary differential equations (ODEs) representing a continuous-time lumped-parameter setting; and discreet-time ODEs representing a discrete-time lumped-parameter setting. Feedback control formulations for reaching road-user-equilibrium are presented for each setting and advantages and disadvantage of using each are addressed. The closed-loop methods described are proposed expressly to avoid the counter-productive shifting of bottlenecks from one route to another because of driver over-reaction to routing information. The second edition of Feedback Control Theory for Dynamic Traffic Assignment has been thoroughly updated with completely new chapters: a review of the DTA problem and emphasizing real-time-feedback-based problems; an up-to-date presentation of pertinent traffic-flow theory; and a treatment of the mathematical solution to the traffic dynamics. Techinques accounting for the importance of entropy are further new inclusions at various points in the text. Researchers working in traffic control will find the theoretical material presented a sound basis for further research; the continual reference to applications will help professionals working in highway administration and engineering with the increasingly important task of maintaining and smoothing traffic flow; the extensive use of end-of-chapter exercises will help the graduate student and those new to the field to extend their knowledge. Advances in Industrial Control reports and encourages the transfer of technology in control engineering. The rapid development of control technology has an impact on all areas of the control discipline. The series offers an opportunity for researchers to present an extended exposition of new work in all aspects of industrial control.
Engineering. --- Regional planning. --- Urban planning. --- Control engineering. --- Civil engineering. --- Control. --- Landscape/Regional and Urban Planning. --- Civil Engineering. --- Electronic traffic controls. --- Feedback control systems. --- Traffic signs and signals, Electronic --- Electronics in transportation --- Highway communications --- Traffic safety --- Traffic signs and signals --- Feedback mechanisms --- Feedback systems --- Automatic control --- Automation --- Discrete-time systems --- Adaptive control systems --- Feedforward control systems --- Control and Systems Theory. --- Engineering --- Public works --- Regional development --- Regional planning --- State planning --- Human settlements --- Land use --- Planning --- City planning --- Landscape protection --- Government policy --- Cities and towns --- Civic planning --- Land use, Urban --- Model cities --- Redevelopment, Urban --- Slum clearance --- Town planning --- Urban design --- Urban development --- Urban planning --- Art, Municipal --- Civic improvement --- Urban policy --- Urban renewal --- Control engineering --- Control equipment --- Control theory --- Engineering instruments --- Programmable controllers --- Management
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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.
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 --- Pattern perception. --- Natural language processing (Computer science)
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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.
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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