Download or read book Traffic Sign Recognition Systems written by Sergio Escalera and published by Springer Science & Business Media. This book was released on 2011-09-22 with total page 101 pages. Available in PDF, EPUB and Kindle. Book excerpt: This work presents a full generic approach to the detection and recognition of traffic signs. The approach 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 research and continuing challenges.
Download or read book Geometry and Vision written by Minh Nguyen and published by Springer Nature. This book was released on 2021-03-17 with total page 394 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes selected papers from the First International Symposium on Geometry and Vision, ISGV 2021, held in Auckland, New Zealand, in January 2021. Due to the COVID-19 pandemic the conference was held in partially virtual format. The 29 papers were thoroughly reviewed and selected from 50 submissions. They cover topics in areas of digital geometry, graphics, image and video technologies, computer vision, and multimedia technologies.
Download or read book Activities of Transport Telematics written by Jerzy Mikulski and published by Springer. This book was released on 2013-10-01 with total page 501 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the proceedings of the 13th International Conference on Transport Systems Telematics, TST 2013, held in Katowice-Ustron, Poland, in October 2013. The 58 papers included in this volume were carefully reviewed and selected for inclusion in this book. They provide an overview of solutions being developed in the field of intelligent transportation systems, and include theoretical and case studies in the countries of conference participants.
Download or read book Intelligent Systems and Applications written by Kohei Arai and published by Springer Nature. This book was released on 2020-08-06 with total page 773 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book Intelligent Systems and Applications - Proceedings of the 2020 Intelligent Systems Conference is a remarkable collection of chapters covering a wider range of topics in areas of intelligent systems and artificial intelligence and their applications to the real world. The Conference attracted a total of 545 submissions from many academic pioneering researchers, scientists, industrial engineers, students from all around the world. These submissions underwent a double-blind peer review process. Of those 545 submissions, 177 submissions have been selected to be included in these proceedings. As intelligent systems continue to replace and sometimes outperform human intelligence in decision-making processes, they have enabled a larger number of problems to be tackled more effectively.This branching out of computational intelligence in several directions and use of intelligent systems in everyday applications have created the need for such an international conference which serves as a venue to report on up-to-the-minute innovations and developments. This book collects both theory and application based chapters on all aspects of artificial intelligence, from classical to intelligent scope. We hope that readers find the volume interesting and valuable; it provides the state of the art intelligent methods and techniques for solving real world problems along with a vision of the future research.
Download or read book Advances in Computing and Communications Part IV written by Ajith Abraham and published by Springer Science & Business Media. This book was released on 2011-07-06 with total page 656 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume is the fourth part of a four-volume set (CCIS 190, CCIS 191, CCIS 192, CCIS 193), which constitutes the refereed proceedings of the First International Conference on on Computing and Communications, ACC 2011, held in Kochi, India, in July 2011. The 62 revised full papers presented in this volume were carefully reviewed and selected from a large number of submissions. The papers are the papers of the Workshop on Cloud Computing: Architecture, Algorithms and Applications (CloudComp2011), of the Workshop on Multimedia Streaming (MultiStreams2011), and of the Workshop on Trust Management in P2P Systems (IWTMP2PS2011).
Download or read book 2020 Chinese Automation Congress CAC written by IEEE Staff and published by . This book was released on 2020-11-06 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: The 2020 Chinese Automation Congress (CAC2020) will provide a platform for all scholars and technicians in automation and intelligent manufacturing from academy and industry to share ideas, and to present the latest scientific and technical advances
Download or read book Traffic Sign Recognition written by Fouad Sabry and published by One Billion Knowledgeable. This book was released on 2024-05-04 with total page 139 pages. Available in PDF, EPUB and Kindle. Book excerpt: What is Traffic Sign Recognition Traffic-sign recognition (TSR) is a technology by which a vehicle is able to recognize the traffic signs put on the road e.g. "speed limit" or "children" or "turn ahead". This is part of the features collectively called ADAS. The technology is being developed by a variety of automotive suppliers. It uses image processing techniques to detect the traffic signs. The detection methods can be generally divided into color based, shape based and learning based methods. How you will benefit (I) Insights, and validations about the following topics: Chapter 1: Traffic-sign recognition Chapter 2: Traffic sign Chapter 3: Intelligent transportation system Chapter 4: Electronic stability control Chapter 5: Advanced driver-assistance system Chapter 6: Lane departure warning system Chapter 7: Adaptive cruise control Chapter 8: Intelligent speed assistance Chapter 9: Driver monitoring system Chapter 10: Collision avoidance system (II) Answering the public top questions about traffic sign recognition. (III) Real world examples for the usage of traffic sign recognition in many fields. Who this book is for Professionals, undergraduate and graduate students, enthusiasts, hobbyists, and those who want to go beyond basic knowledge or information for any kind of Traffic Sign Recognition.
Download or read book Inventive Communication and Computational Technologies written by G. Ranganathan and published by Springer Nature. This book was released on 2020-09-24 with total page 994 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book gathers selected papers presented at the 4th International Conference on Inventive Communication and Computational Technologies (ICICCT 2020), held on 28–29 May 2020 at Gnanamani College of Technology, Tamil Nadu, India. The respective contributions highlight recent research efforts and advances in a new paradigm called ISMAC (IoT in Social, Mobile, Analytics and Cloud contexts). The topics covered include the Internet of Things, Social Networks, Mobile Communications, Big Data Analytics, Bio-inspired Computing and Cloud Computing. Given its scope, the book is chiefly intended for academics and practitioners working to resolve practical issues in this area.
Download or read book Guide to Convolutional Neural Networks written by Hamed Habibi Aghdam and published by Springer. This book was released on 2017-05-17 with total page 303 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.
Download or read book 2017 International Conference on Algorithms Methodology Models and Applications in Emerging Technologies ICAMMAET written by and published by . This book was released on 2017 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Traffic Sign Recognition written by Hasan Fleyeh and published by LAP Lambert Academic Publishing. This book was released on 2009-06-19 with total page 264 pages. Available in PDF, EPUB and Kindle. Book excerpt: Road and traffic sign recognition is one of the important fields in the Intelligent Transport Systems (ITS). This is due to the importance of the road signs and traffic signals in daily life. They define a visual language that can be interpreted by the drivers. They represent the current traffic situation on the road, show the danger and difficulties around the drivers, give warnings to them, and help them with their navigation by providing useful information that makes the driving safe and convenient. The main goal of automatic traffic sign recognition is to extract traffic signs from images of complex scenes under uncontrollable illumination. This book gives a description of the way to extract the traffic signs from the images taken for the roads.
Download or read book Autonomous Traffic Sign Detection and Recognition Using Deep Learning written by Rudri Oza and published by . This book was released on 2021 with total page 34 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Advanced Driver Assistance System includes traffic sign identification and recognition. Traffic signs warn drivers of traffic laws, road conditions, and route directions, assisting them in driving more efficiently and safely. Traffic Sign Recognition is a technique for regulating traffic signals, warning drivers, and commanding or prohibiting specific acts. A quick real-time and reliable automated traffic sign detection and recognition system can assist and relieve the driver, improving driving safety and comfort significantly. For autonomous intelligent driving vehicles or driver assistance systems, automatic identification of traffic signals is also important. The aim of this study is to use Neural Networks to identify traffic sign patterns. Several image processing methods are used to pre-process the images. Then, to understand traffic sign patterns, Neural Networks stages are performed. To find the best network architecture, the system is trained and validated. The results of the experiments show that traffic sign patterns with complex backgrounds can be classified very accurately.
Download or read book 2019 IEEE International Conference on Consumer Electronics ICCE written by IEEE Staff and published by . This book was released on 2019-01-11 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: The International Conference on Consumer Electronics (ICCE) is soliciting technical papers for oral and poster presentation at ICCE 2018 ICCE has a strong conference history coupled with a tradition of attracting leading authors and delegates from around the world Papers reporting new developments in all areas of consumer electronics are invited This year, papers relating Cybersecurity are particularly welcome Topics around this major theme will be the content of special sessions and tutorials
Download or read book 2020 5th International Conference on Green Technology and Sustainable Development GTSD written by IEEE Staff and published by . This book was released on 2020-11-27 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: GTSD 2020, the fifth in the GTSD series, is co organized by HCMC University of Technology and Education (Vietnam), The University of Danang (Vietnam), Kun Shan University (Taiwan) and National Kaohsiung University of Science and Technology (Taiwan) The conference will be held on 27 28 November 2020 in Da Nang City, Vietnam The aim of the conference is to provide an international scientific research forum in the technologies and applications of green technology and sustainable development in industrial revolution 4 0, with focus on computational intelligence methods and techniques
Download or read book Traffic Sign Detection and Recognition System for Intelligent Vehicles written by Jingwen Feng and published by . This book was released on 2014 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: Road traffic signs provide instructions, warning information, to regulate driver behavior. In addition, these signs provide a reliable guarantee for safe and convenient driving. The Traffic Sign Detection and Recognition (TSDR) system is one of the primary applications for Advanced Driver Assistance Systems (ADAS). TSDR has obtained a great deal of attention over the recent years. But, it is still a challenging field of image processing. In this thesis, we first created our own dataset for North American Traffic Signs, which is still being updated. We then decided to choose Histogram Orientation Gradients (HOG) and Support Vector Machines (SVMs) to build our system after comparing them with some other techniques. For better results, we tested different HOG parameters to find the best combination. After this, we developed a TSDR system using HOG, SVM and our new color information extraction algorithm. To reduce time-consumption, we used the Maximally Stable Extremal Region (MSER) to replace the HOG and SVM detection stage. In addition, we developed a new approach based on Global Positioning System (GPS) information other than image processing. At last, we tested these three systems; the results show that all of them can recognize traffic signs with a good accuracy rate. The MSER based system is faster than the one using only HOG and SVM; and, the GPS based system is even faster than the MSER based system.
Download or read book 2019 International Conference on Advances in Computing Communication and Control ICAC3 written by IEEE Staff and published by . This book was released on 2019-12-20 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: ICAC3 is a multidisciplinary conference whose primary goal is to promote research and development activities in Computing, Communication and Control The Conference also aims to offer a collaborative platform for the people in Academics, Research and Industry to address emerging issues and solutions in the below mentioned areas The two day programme will consist of paper presentations, poster presentations, and expert talks in the engineering fields mentioned below Artificial Intelligence and Deep learning Security Algorithms Signal and Image Processing Software Engineering IOT for social Change SMAC for Innovation Computing Trends Embedded systems Wired and Wireless Communication Communication Theory Communication Networks Radio Communication Technologies Control Science and Engineering Networked Control Systems
Download or read book 2020 IEEE 2nd International Conference on Civil Aviation Safety and Information Technology ICCASIT written by IEEE Staff and published by . This book was released on 2020-10-14 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: ICCASIT 2020 is seeking original papers for presentations at the conference Researchers and participants from academia, industry, and government organizations are invited to submit their papers on the following topics Civil Aviation Safety and Information Technology
