Machine Learning-based Natural Scene Recognition for Mobile Robot Localization in An Unknown Environment - Image 1

£93.22

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

Name: Machine Learning-based Natural Scene Recognition for Mobile Robot Localization in An Unknown Environment
Brand: Springer
Price: 57.0 GBP
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AI & Machine Learning

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Description

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.

Product Specifications

Brand: Springer
Format: hardcover
ASIN: 9811392161
Category: Books > Subjects > Computing & Internet > Computer Science > AI & Machine Learning
Domain: Amazon UK
Release Date: 24 August 2019
Listed Since: 24 May 2019

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

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