Machine Learning and Robot Perception

Apolloni, Bruno; Ghosh, Ashish; Alpaslan, Ferda; Patnaik, Srikanta

This book presents some of the most recent research results in the area of machine learning and robot perception. The chapters represent new ways of solving real-world problems. The book covers topics such as intelligent object detection, foveated vision systems, online learning paradigms, reinforcement learning for a mobile robot, object tracking and motion estimation, 3D model construction, computer vision system and user modelling using dialogue strategies. This book will appeal to researchers, senior undergraduate/postgraduate students, application engineers and scientists.

Details

Published by: Springer

Publication Date: 2013-01-02

Format: Paperback

ISBN-13: 9783642065866

DOI: 10.1007/b137627

Dimensions: 235.0cm x155.0cm

Pages: 354.0