Mapping And Localization In Urban Environments Using Cameras
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Mapping And Localization In Urban Environments Using Cameras
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Author : Henning Lategahn
language : en
Publisher: KIT Scientific Publishing
Release Date : 2014
Mapping And Localization In Urban Environments Using Cameras written by Henning Lategahn and has been published by KIT Scientific Publishing this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014 with Computers categories.
In this work we present a system to fully automatically create a highly accurate visual feature map from image data acquired from within a moving vehicle. Moreover, a system for high precision self localization is presented. Furthermore, we present a method to automatically learn a visual descriptor. The map relative self localization is centimeter accurate and allows autonomous driving.
Mapping And Localization In Urban Environments Using Cameras
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Author : Henning Lategahn
language : en
Publisher:
Release Date : 2020-10-09
Mapping And Localization In Urban Environments Using Cameras written by Henning Lategahn and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-10-09 with Technology & Engineering categories.
In this work we present a system to fully automatically create a highly accurate visual feature map from image data aquired from within a moving vehicle. Moreover, a system for high precision self localization is presented. Furthermore, we present a method to automatically learn a visual descriptor. The map relative self localization is centimeter accurate and allows autonomous driving. This work was published by Saint Philip Street Press pursuant to a Creative Commons license permitting commercial use. All rights not granted by the work's license are retained by the author or authors.
Compact Environment Modelling From Unconstrained Camera Platforms
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Author : Schwarze, Tobias
language : en
Publisher: KIT Scientific Publishing
Release Date : 2018-09-25
Compact Environment Modelling From Unconstrained Camera Platforms written by Schwarze, Tobias and has been published by KIT Scientific Publishing this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-09-25 with Cameras categories.
Mobile robotic systems need to perceive their surroundings in order to act independently. In this work a perception framework is developed which interprets the data of a binocular camera in order to transform it into a compact, expressive model of the environment. This model enables a mobile system to move in a targeted way and interact with its surroundings. It is shown how the developed methods also provide a solid basis for technical assistive aids for visually impaired people.
Self Calibration Of Multi Camera Systems For Vehicle Surround Sensing
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Author : Knorr, Moritz
language : en
Publisher: KIT Scientific Publishing
Release Date : 2018-12-19
Self Calibration Of Multi Camera Systems For Vehicle Surround Sensing written by Knorr, Moritz and has been published by KIT Scientific Publishing this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-12-19 with Calibration categories.
Multi-camera systems are being deployed in a variety of vehicles and mobile robots today. To eliminate the need for cost and labor intensive maintenance and calibration, continuous self-calibration is highly desirable. In this book we present such an approach for self-calibration of multi-Camera systems for vehicle surround sensing. In an extensive evaluation we assess our algorithm quantitatively using real-world data.
Fastslam
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Author : Michael Montemerlo
language : en
Publisher: Springer
Release Date : 2007-04-27
Fastslam written by Michael Montemerlo and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2007-04-27 with Technology & Engineering categories.
This monograph describes a new family of algorithms for the simultaneous localization and mapping (SLAM) problem in robotics, called FastSLAM. The FastSLAM-type algorithms have enabled robots to acquire maps of unprecedented size and accuracy, in a number of robot application domains and have been successfully applied in different dynamic environments, including a solution to the problem of people tracking.
Belief State Planning For Autonomous Driving Planning With Interaction Uncertain Prediction And Uncertain Perception
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Author : Hubmann, Constantin
language : en
Publisher: KIT Scientific Publishing
Release Date : 2021-09-13
Belief State Planning For Autonomous Driving Planning With Interaction Uncertain Prediction And Uncertain Perception written by Hubmann, Constantin and has been published by KIT Scientific Publishing this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-09-13 with Technology & Engineering categories.
This work presents a behavior planning algorithm for automated driving in urban environments with an uncertain and dynamic nature. The algorithm allows to consider the prediction uncertainty (e.g. different intentions), perception uncertainty (e.g. occlusions) as well as the uncertain interactive behavior of the other agents explicitly. Simulating the most likely future scenarios allows to find an optimal policy online that enables non-conservative planning under uncertainty.
Automated And Autonomous Navigation Powered By Gnss
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Author : Mauro Cardone
language : en
Publisher: Springer Nature
Release Date : 2025-04-25
Automated And Autonomous Navigation Powered By Gnss written by Mauro Cardone and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-04-25 with Transportation categories.
This book is the result of one-year investigation in all the available technologies necessary to build an efficient navigation system usable on rovers moving on the ground and at the sea, centered on GNSS (Global Navigation Satellite System). It is used as instruction note for the calls for tender in the Italian Space Agency. It targets the applications of automated and autonomous navigation for the following types of rover: trains at level 2 of ERTMS/ETCS—autonomous cars, starting from level 3 of SAE -MASS (Maritime Autonomous Surface Ships) at level 4 of IMO. The material is already edited for the using of professionals and engineers who need to build a navigation system on top of COTS hardware. The topics cover in a thorough view all the necessary subjects to build an efficient positioning system for the rover enabling coping with all kind of environments and all interferences and always warranting a minimum level of the positioning KPIs (reliability, availability, integrity, and accuracy). The localization system built according to these guidelines will be ready to be certified and the product will be at TRL 6 (i.e., technology demonstrated in the relevant environment).
Vision Based Mobile Robot Control And Path Planning Algorithms In Obstacle Environments Using Type 2 Fuzzy Logic
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Author : Mahmut Dirik
language : en
Publisher: Springer Nature
Release Date : 2021-03-01
Vision Based Mobile Robot Control And Path Planning Algorithms In Obstacle Environments Using Type 2 Fuzzy Logic written by Mahmut Dirik and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-03-01 with Technology & Engineering categories.
The book includes topics, such as: path planning, avoiding obstacles, following the path, go-to-goal control, localization, and visual-based motion control. The theoretical concepts are illustrated with a developed control architecture with soft computing and artificial intelligence methods. The proposed vision-based motion control strategy involves three stages. The first stage consists of the overhead camera calibration and the configuration of the working environment. The second stage consists of a path planning strategy using several traditional path planning algorithms and proposed planning algorithm. The third stage consists of the path tracking process using previously developed Gauss and Decision Tree control approaches and the proposed Type-1 and Type-2 controllers. Two kinematic structures are utilized to acquire the input values of controllers. These are Triangle Shape-Based Controller Design, which was previously developed and Distance-Based Triangle Structure that is used for the first time in conducted experiments. Four different control algorithms, Type-1 fuzzy logic, Type-2 Fuzzy Logic, Decision Tree Control, and Gaussian Control have been used in overall system design. The developed system includes several modules that simplify characterizing the motion control of the robot and ensure that it maintains a safe distance without colliding with any obstacles on the way to the target. The topics of the book are extremely relevant in many areas of research, as well as in education in courses in computer science, electrical and mechanical engineering and in mathematics at the graduate and undergraduate levels.
Advances In Future Computer And Control Systems
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Author : David Jin
language : en
Publisher: Springer Science & Business Media
Release Date : 2012-04-12
Advances In Future Computer And Control Systems written by David Jin and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-04-12 with Technology & Engineering categories.
FCCS2012 is an integrated conference concentrating its focus on Future Computer and Control Systems. “Advances in Future Computer and Control Systems” presents the proceedings of the 2012 International Conference on Future Computer and Control Systems(FCCS2012) held April 21-22,2012, in Changsha, China including recent research results on Future Computer and Control Systems of researchers from all around the world.
Computer Vision Eccv 2020
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Author : Andrea Vedaldi
language : en
Publisher: Springer Nature
Release Date : 2020-11-02
Computer Vision Eccv 2020 written by Andrea Vedaldi and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-11-02 with Computers categories.
The 30-volume set, comprising the LNCS books 12346 until 12375, constitutes the refereed proceedings of the 16th European Conference on Computer Vision, ECCV 2020, which was planned to be held in Glasgow, UK, during August 23-28, 2020. The conference was held virtually due to the COVID-19 pandemic. The 1360 revised papers presented in these proceedings were carefully reviewed and selected from a total of 5025 submissions. The papers deal with topics such as computer vision; machine learning; deep neural networks; reinforcement learning; object recognition; image classification; image processing; object detection; semantic segmentation; human pose estimation; 3d reconstruction; stereo vision; computational photography; neural networks; image coding; image reconstruction; object recognition; motion estimation.