Machine Learning and Robot Perception

Bruno Apolloni, Ashish Ghosh, Ferda Alpaslan, Srikanta Patnaik9783540265498, 3-540-26549-X

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.