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Self-Calibration of Multi-Camera Systems for Vehicle Surround Sensing

Self-Calibration of Multi-Camera Systems for Vehicle Surround Sensing
Author: Moritz Knorr
Publisher:
Total Pages: 154
Release: 2020-10-09
Genre: Technology & Engineering
ISBN: 9781013278730

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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. 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.


Self-Calibration of Multi-Camera Systems

Self-Calibration of Multi-Camera Systems
Author: Ferid Bajramovic
Publisher: Logos Verlag Berlin GmbH
Total Pages: 233
Release: 2010
Genre: Computers
ISBN: 3832527362

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Multi-camera systems play an increasingly important role in computer vision. They enable applications like 3D video reconstruction, motion capture, smart homes, wide area surveillance, etc. Most of these require or benefit from a calibration of the multi-camera system. This book presents a novel approach for automatically estimating that calibration. In contrast to established methods, it neither requires a calibration object nor any user interaction. From a theoretical point of view, this book also presents and solves the novel graph theoretical problem of finding shortest triangle paths.


Lane-Precise Localization with Production Vehicle Sensors and Application to Augmented Reality Navigation

Lane-Precise Localization with Production Vehicle Sensors and Application to Augmented Reality Navigation
Author: Rabe, Johannes
Publisher: KIT Scientific Publishing
Total Pages: 196
Release: 2019-01-10
Genre: Augmented reality
ISBN: 3731508540

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This works describes an approach to lane-precise localization on current digital maps. A particle filter fuses data from production vehicle sensors, such as GPS, radar, and camera. Performance evaluations on more than 200 km of data show that the proposed algorithm can reliably determine the current lane. Furthermore, a possible architecture for an intuitive route guidance system based on Augmented Reality is proposed together with a lane-change recommendation for unclear situations.


Probabilistic Motion Planning for Automated Vehicles

Probabilistic Motion Planning for Automated Vehicles
Author: Naumann, Maximilian
Publisher: KIT Scientific Publishing
Total Pages: 192
Release: 2021-02-25
Genre: Technology & Engineering
ISBN: 3731510707

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In motion planning for automated vehicles, a thorough uncertainty consideration is crucial to facilitate safe and convenient driving behavior. This work presents three motion planning approaches which are targeted towards the predominant uncertainties in different scenarios, along with an extended safety verification framework. The approaches consider uncertainties from imperfect perception, occlusions and limited sensor range, and also those in the behavior of other traffic participants.


Motion Planning for Autonomous Vehicles in Partially Observable Environments

Motion Planning for Autonomous Vehicles in Partially Observable Environments
Author: Taş, Ömer Şahin
Publisher: KIT Scientific Publishing
Total Pages: 222
Release: 2023-10-23
Genre:
ISBN: 3731512998

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This work develops a motion planner that compensates the deficiencies from perception modules by exploiting the reaction capabilities of a vehicle. The work analyzes present uncertainties and defines driving objectives together with constraints that ensure safety. The resulting problem is solved in real-time, in two distinct ways: first, with nonlinear optimization, and secondly, by framing it as a partially observable Markov decision process and approximating the solution with sampling.


Belief State Planning for Autonomous Driving: Planning with Interaction, Uncertain Prediction and Uncertain Perception

Belief State Planning for Autonomous Driving: Planning with Interaction, Uncertain Prediction and Uncertain Perception
Author: Hubmann, Constantin
Publisher: KIT Scientific Publishing
Total Pages: 178
Release: 2021-09-13
Genre: Technology & Engineering
ISBN: 3731510391

Download Belief State Planning for Autonomous Driving: Planning with Interaction, Uncertain Prediction and Uncertain Perception Book in PDF, ePub and Kindle

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.


Novel Aggregated Solutions for Robust Visual Tracking in Traffic Scenarios

Novel Aggregated Solutions for Robust Visual Tracking in Traffic Scenarios
Author: Tian, Wei
Publisher: KIT Scientific Publishing
Total Pages: 178
Release: 2019-05-21
Genre: Technology & Engineering
ISBN: 3731509156

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This work proposes novel approaches for object tracking in challenging scenarios like severe occlusion, deteriorated vision and long range multi-object reidenti?cation. All these solutions are only based on image sequence captured by a monocular camera and do not require additional sensors. Experiments on standard benchmarks demonstrate an improved state-of-the-art performance of these approaches. Since all the presented approaches are smartly designed, they can run at a real-time speed.


The Proceedings of the International Conference on Electrical Systems & Automation

The Proceedings of the International Conference on Electrical Systems & Automation
Author: Mohamed Bendaoud
Publisher: Springer Nature
Total Pages: 174
Release: 2022-03-30
Genre: Technology & Engineering
ISBN: 9811900396

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This book which is the second part of two volumes on ''Control of Electrical and Electronic Systems” presents a compilation of selected contributions to the 1st International Conference on Electrical Systems & Automation. The book provides rigorous discussions, the state of the art, and recent developments in the modelling, simulation and control of power electronics, industrial systems, and embedded systems. The book will be a valuable reference for beginners, researchers, and professionals interested in control of electrical and electronic systems.


Digital Camera Calibration

Digital Camera Calibration
Author: Michael Cramer
Publisher:
Total Pages: 257
Release: 2009
Genre:
ISBN: 9789051796582

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