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Machine Learning-based Natural Scene Recognition for Mobile Robot Localization in An Unknown Environment

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Release : 2019-08-12
Genre : Technology & Engineering
Kind : eBook
Book Rating : 17X/5 ( reviews)

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Book Synopsis Machine Learning-based Natural Scene Recognition for Mobile Robot Localization in An Unknown Environment by : Xiaochun Wang

Download or read book Machine Learning-based Natural Scene Recognition for Mobile Robot Localization in An Unknown Environment written by Xiaochun Wang. This book was released on 2019-08-12. Available in PDF, EPUB and Kindle. Book excerpt: This book advances research on mobile robot localization in unknown environments by focusing on machine-learning-based natural scene recognition. The respective chapters highlight the latest developments in vision-based machine perception and machine learning research for localization applications, and cover such topics as: image-segmentation-based visual perceptual grouping for the efficient identification of objects composing unknown environments; classification-based rapid object recognition for the semantic analysis of natural scenes in unknown environments; the present understanding of the Prefrontal Cortex working memory mechanism and its biological processes for human-like localization; and the application of this present understanding to improve mobile robot localization. The book also features a perspective on bridging the gap between feature representations and decision-making using reinforcement learning, laying the groundwork for future advances in mobile robot navigation research.

Futuristic Communication and Network Technologies

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Release : 2023-06-22
Genre : Technology & Engineering
Kind : eBook
Book Rating : 489/5 ( reviews)

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Book Synopsis Futuristic Communication and Network Technologies by : N. Subhashini

Download or read book Futuristic Communication and Network Technologies written by N. Subhashini. This book was released on 2023-06-22. Available in PDF, EPUB and Kindle. Book excerpt: This book presents select proceedings of the Virtual International Conference on Futuristic Communication and Network Technologies (VICFCNT 2021). It covers various domains in communication engineering and networking technologies. This volume comprises recent research in areas like cyber-physical systems, acoustics, speech & video signal Processing, and the Internet of Things. This book is a collated work of academicians, researchers, and industry personnel from the international arena. This book will be useful for researchers, professionals, and engineers working in the core areas of electronics and communication.

Big Data Analytics and Knowledge Discovery

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Release : 2020-09-10
Genre : Computers
Kind : eBook
Book Rating : 658/5 ( reviews)

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Book Synopsis Big Data Analytics and Knowledge Discovery by : Min Song

Download or read book Big Data Analytics and Knowledge Discovery written by Min Song. This book was released on 2020-09-10. Available in PDF, EPUB and Kindle. Book excerpt: The volume LNCS 12393 constitutes the papers of the 22nd International Conference Big Data Analytics and Knowledge Discovery which will be held online in September 2020. The 15 full papers presented together with 14 short papers plus 1 position paper in this volume were carefully reviewed and selected from a total of 77 submissions. This volume offers a wide range to following subjects on theoretical and practical aspects of big data analytics and knowledge discovery as a new generation of big data repository, data pre-processing, data mining, text mining, sequences, graph mining, and parallel processing.

Intelligent Autonomous Systems 18

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Genre :
Kind : eBook
Book Rating : 510/5 ( reviews)

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Book Synopsis Intelligent Autonomous Systems 18 by : Soon-Geul Lee

Download or read book Intelligent Autonomous Systems 18 written by Soon-Geul Lee. This book was released on . Available in PDF, EPUB and Kindle. Book excerpt:

Computer Vision and Graphics

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Release : 2018-09-13
Genre : Computers
Kind : eBook
Book Rating : 921/5 ( reviews)

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Book Synopsis Computer Vision and Graphics by : Leszek J. Chmielewski

Download or read book Computer Vision and Graphics written by Leszek J. Chmielewski. This book was released on 2018-09-13. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the International Conference on Computer Vision and Graphics, ICCVG 2018, held in Warsaw, Poland, in September 2018. The 45 full papers were selected from 117 submissions. The contributions are thematically arranged as follows: computer graphics, image quality and graphic, user interfaces, object classification and features, 3D and stereo image processing, low-level and middle-level image processing, medical image analysis, motion analysis and tracking, security and protection, pattern recognition and new concepts in classification.

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