Übersicht			Auf mobile öffnen

Lieferstatus:	Auf Bestellung (Lieferzeit unbekannt)
Veröffentlichung:	August 2019
Genre:	Naturwissensch., Medizin, Technik
	Artificial Intelligence / Automation / B / Computational Intelligence / Computer Imaging, Vision, Pattern Recognition and Graphics / Computer Vision / Control, Robotics, Automation / engineering / machine learning / Maschinelles Lernen / Optical data processing / Robotics / Robotics and Automation / Robotik mehr...
ISBN:	9789811392160
EAN-Code:	9789811392160
Verlag:	Springer EN
Einband:	Gebunden
Sprache:	English
Dimensionen:	H 235 mm / B 155 mm / D
Gewicht:	694 gr
Seiten:	328
Illustration:	XXII, 328 p. 99 illus., 78 illus. in color. With Jointly published with Xi'an Jiaotong University Press, Xi'an, China., farbige Illustrationen, schwarz-weiss Illustrationen
Zus. Info:	EUDR exemption - product or manufacturing materials placed on the market prior to 31.12.2025.
Bewertung:	Titel bewerten / Meinung schreiben

Inhalt:

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.