Data Fusion And Perception
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Data Fusion And Perception
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Author : Giacomo Della Riccia
language : en
Publisher: Springer
Release Date : 2014-05-04
Data Fusion And Perception written by Giacomo Della Riccia and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-05-04 with Computers categories.
This work is a collection of front-end research papers on data fusion and perceptions. Authors are leading European experts of Artificial Intelligence, Mathematical Statistics and/or Machine Learning. Area overlaps with "Intelligent Data Analysis”, which aims to unscramble latent structures in collected data: Statistical Learning, Model Selection, Information Fusion, Soccer Robots, Fuzzy Quantifiers, Emotions and Artifacts.
Proceedings Of The 11th International Conference On Computer Engineering And Networks
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Author : Qi Liu
language : en
Publisher: Springer Nature
Release Date : 2021-11-11
Proceedings Of The 11th International Conference On Computer Engineering And Networks written by Qi Liu and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-11-11 with Technology & Engineering categories.
This conference proceeding is a collection of the papers accepted by the CENet2021 – the 11th International Conference on Computer Engineering and Networks held on October 21-25, 2021 in Hechi, China. The topics focus but are not limited to Internet of Things and Smart Systems, Artificial Intelligence and Applications, Communication System Detection, Analysis and Application, and Medical Engineering and Information Systems. Each part can be used as an excellent reference by industry practitioners, university faculties, research fellows and undergraduates as well as graduate students who need to build a knowledge base of the most current advances and state-of-practice in the topics covered by this conference proceedings. This will enable them to produce, maintain, and manage systems with high levels of trustworthiness and complexity.
Multi Sensor Fusion For Autonomous Driving
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Author : Xinyu Zhang
language : en
Publisher: Springer Nature
Release Date : 2023-08-28
Multi Sensor Fusion For Autonomous Driving written by Xinyu Zhang and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-08-28 with Technology & Engineering categories.
Although sensor fusion is an essential prerequisite for autonomous driving, it entails a number of challenges and potential risks. For example, the commonly used deep fusion networks are lacking in interpretability and robustness. To address these fundamental issues, this book introduces the mechanism of deep fusion models from the perspective of uncertainty and models the initial risks in order to create a robust fusion architecture. This book reviews the multi-sensor data fusion methods applied in autonomous driving, and the main body is divided into three parts: Basic, Method, and Advance. Starting from the mechanism of data fusion, it comprehensively reviews the development of automatic perception technology and data fusion technology, and gives a comprehensive overview of various perception tasks based on multimodal data fusion. The book then proposes a series of innovative algorithms for various autonomous driving perception tasks, to effectively improve the accuracy and robustness of autonomous driving-related tasks, and provide ideas for solving the challenges in multi-sensor fusion methods. Furthermore, to transition from technical research to intelligent connected collaboration applications, it proposes a series of exploratory contents such as practical fusion datasets, vehicle-road collaboration, and fusion mechanisms. In contrast to the existing literature on data fusion and autonomous driving, this book focuses more on the deep fusion method for perception-related tasks, emphasizes the theoretical explanation of the fusion method, and fully considers the relevant scenarios in engineering practice. Helping readers acquire an in-depth understanding of fusion methods and theories in autonomous driving, it can be used as a textbook for graduate students and scholars in related fields or as a reference guide for engineers who wish to apply deep fusion methods.
Ai Protocols
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Author : Anand Vemula
language : en
Publisher: Anand Vemula
Release Date :
Ai Protocols written by Anand Vemula and has been published by Anand Vemula this book supported file pdf, txt, epub, kindle and other format this book has been release on with Computers categories.
AI Protocols provides a comprehensive exploration of the frameworks, standards, and guidelines that govern the development, deployment, and regulation of artificial intelligence systems. The book begins by establishing foundational concepts, highlighting the critical role of protocols in ensuring AI fairness, transparency, accountability, safety, and human oversight throughout the AI lifecycle—from data collection to system retirement. It then delves into technical protocols and standards, covering data governance, model development, rigorous testing, validation, and deployment processes. Emphasis is placed on securing data provenance, mitigating biases, ensuring explainability, reproducibility, and continuous monitoring to maintain robust and reliable AI operations. The book further examines security, ethics, and compliance challenges, including threat modeling, privacy protection, consent, and adherence to global regulations such as GDPR and the EU AI Act. Ethical AI practices and cross-border compliance are explored in depth to underscore the importance of responsible AI governance. Sector-specific protocols are detailed for critical domains like healthcare, finance, autonomous systems, and public sector applications, addressing unique validation, risk management, and transparency requirements. Finally, the book looks ahead to the future of AI protocols, discussing global harmonization efforts, military and dual-use AI considerations, infrastructure governance, and the transformative potential of self-regulating and adaptive AI systems. It highlights the evolving interplay between human and machine roles in shaping AI governance and stresses the need for ongoing collaboration, education, and innovation to navigate the complexities of AI’s expanding impact on society.
Construction Methods For An Autonomous Driving Map In An Intelligent Network Environment
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Author : Zhijun Chen
language : en
Publisher: Elsevier
Release Date : 2024-04-04
Construction Methods For An Autonomous Driving Map In An Intelligent Network Environment written by Zhijun Chen and has been published by Elsevier this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-04-04 with Technology & Engineering categories.
This book provides an overview of constructing advanced Autonomous Driving Maps. It includes coverage of such methods as: fusion target perception (based on vehicle vision and millimeter wave radar), cross-field of view object perception, vehicle motion recognition (based on vehicle road fusion information), vehicle trajectory prediction (based on improved hybrid neural network) and the driving map construction method driven by road perception fusion. An Autonomous Driving Map is used for optimization of not only for a single vehicle, but also for the entire traffic system.
The Proceedings Of The International Conference On Electrical Systems Automation
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Author : Mohamed Bendaoud
language : en
Publisher: Springer Nature
Release Date : 2022-03-30
The Proceedings Of The International Conference On Electrical Systems Automation written by Mohamed Bendaoud and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-03-30 with Technology & Engineering categories.
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.
Proceedings Of The 2024 7th International Symposium On Traffic Transportation And Civil Architecture Isttca 2024
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Author : Gaofeng Zhao
language : en
Publisher: Springer Nature
Release Date : 2024-09-23
Proceedings Of The 2024 7th International Symposium On Traffic Transportation And Civil Architecture Isttca 2024 written by Gaofeng Zhao and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-09-23 with Technology & Engineering categories.
This is an open access book. 2024 7th International Symposium on Traffic Transportation and Civil Architecture (ISTTCA 2024) will be held on June 21-23, 2024 in Tianjin, China. The conference is hosted by Tianjin University and Tianjin Port Engineering Institute Co., Ltd. of CCCC First Harbor Engineering Co., Ltd. and Co-organized by Tianjin Water Transport Engineering Association, Water Transport Engineering Committee of the China Institute of Navigation, Key Laboratory of Port Geotechnical Engineering Technology Transportation Industry, Tianjin Research Institute for Water Transport Engineering, M.O.T., Tianjin Chengjian University, Tianjin University of Technology, Xi`an University of Technology. We sincerely invite scholars and technicians from relevant units to actively participate in the conference, exchange technology and promote innovation!
Computer Vision Eccv 2024 Workshops
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Author : Alessio Del Bue
language : en
Publisher: Springer Nature
Release Date : 2025-06-25
Computer Vision Eccv 2024 Workshops written by Alessio Del Bue and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-06-25 with Computers categories.
The multi-volume set LNCS 15623 until LNCS 15646 constitutes the proceedings of the workshops that were held in conjunction with the 18th European Conference on Computer Vision, ECCV 2024, which took place in Milan, Italy, during September 29–October 4, 2024. These LNCS volumes contain 574 accepted papers from 53 of the 73 workshops. The list of workshops and distribution of the workshop papers in the LNCS volumes can be found in the preface that is freely accessible online.
Innovative Computing And Communications
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Author : Aboul Ella Hassanien
language : en
Publisher: Springer Nature
Release Date : 2024-07-23
Innovative Computing And Communications written by Aboul Ella Hassanien and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-07-23 with Technology & Engineering categories.
This book includes high-quality research papers presented at the Seventh International Conference on Innovative Computing and Communication (ICICC 2024), which is held at the Shaheed Sukhdev College of Business Studies, University of Delhi, Delhi, India, on 16–17 February 2024. Introducing the innovative works of scientists, professors, research scholars, students, and industrial experts in the field of computing and communication, the book promotes the transformation of fundamental research into institutional and industrialized research and the conversion of applied exploration into real-time applications.
Springer Handbook Of Robotics
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Author : Bruno Siciliano
language : en
Publisher: Springer Science & Business Media
Release Date : 2008-05-20
Springer Handbook Of Robotics written by Bruno Siciliano 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 2008-05-20 with Technology & Engineering categories.
With the science of robotics undergoing a major transformation just now, Springer’s new, authoritative handbook on the subject couldn’t have come at a better time. Having broken free from its origins in industry, robotics has been rapidly expanding into the challenging terrain of unstructured environments. Unlike other handbooks that focus on industrial applications, the Springer Handbook of Robotics incorporates these new developments. Just like all Springer Handbooks, it is utterly comprehensive, edited by internationally renowned experts, and replete with contributions from leading researchers from around the world. The handbook is an ideal resource for robotics experts but also for people new to this expanding field.