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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.
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Machine learning and robot perception, Bruno Apolloni
- Language
- Released
- 2005
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- Title
- Machine learning and robot perception
- Language
- English
- Authors
- Bruno Apolloni
- Publisher
- Springer
- Publisher
- 2005
- ISBN10
- 354026549X
- ISBN13
- 9783540265498
- Category
- Other textbooks
- Description
- 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.