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.
Machine Learning and Robot Perception
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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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Inside This Book
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Key Phrases - Statistically Improbable Phrases (SIPs):
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inductive game theory, continuous tracker, image understanding tools, passive physics, nonholonomic cart, landmark signature, reflectance parameters, objects using range, topological navigation, pairwise registration, multiple range images, kinematic length, foveated sensor, radiometric transformation, active polygon, dialogue strategy, blob tracker, specular spike, chirp transform, mobile manipulator, specular lobe, diffuse lobe, logarithmic mapping, laser plane, perspective deformation Key Phrases - Capitalized Phrases (CAPs): (learn more)
Pattern Analysis, Machine Intelligence, T'ai Chi, Alex Pentland, Computational Intelligence, Image Process, New York, Computer Society, The International Journal of Robotics Research, Academic Press, Automatic Control, Computational Physics, Recent Advances, Springer-Verlag Berlin Heidelberg New!
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Front Cover | Table of Contents | First Pages | Back Cover | Surprise Me!
inductive game theory, continuous tracker, image understanding tools, passive physics, nonholonomic cart, landmark signature, reflectance parameters, objects using range, topological navigation, pairwise registration, multiple range images, kinematic length, foveated sensor, radiometric transformation, active polygon, dialogue strategy, blob tracker, specular spike, chirp transform, mobile manipulator, specular lobe, diffuse lobe, logarithmic mapping, laser plane, perspective deformation Key Phrases - Capitalized Phrases (CAPs): (learn more)
Pattern Analysis, Machine Intelligence, T'ai Chi, Alex Pentland, Computational Intelligence, Image Process, New York, Computer Society, The International Journal of Robotics Research, Academic Press, Automatic Control, Computational Physics, Recent Advances, Springer-Verlag Berlin Heidelberg New!
Books on Related Topics | Concordance | Text Stats Browse Sample Pages:
Front Cover | Table of Contents | First Pages | Back Cover | Surprise Me!
Citations (learn more)
This book cites 27
books:
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10
books
cite this book:
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- Intelligent Robots and Systems by V. Graefe on page 162, page 163, and page 165
- Computer Vision by Dana H. Ballard on page 97
- Learning in Embedded Systems (Bradford Books) by Leslie Pack Kaelbling on page 165
- Digital Video Processing by A. Murat Tekalp on page 201
- Computer Graphics by Donald Hearn in Back Matter
See all 27 books this book cites
- Creative Space: Models of Creative Processes for the Knowledge Civilization Age (Studies in Computational Intelligence) by Andrzej P. Wierzbicki in Front Matter
- Adaptive and Personalized Semantic Web (Studies in Computational Intelligence) by Spiros Sirmakessis in Front Matter
- Advances in Evolutionary Algorithms: Theory, Design and Practice (Studies in Computational Intelligence) by Chang Wook Ahn in Front Matter
- Parallel Evolutionary Computations (Studies in Computational Intelligence) by Enrique Alba in Front Matter
- Modelling and Reasoning with Vague Concepts (Studies in Computational Intelligence) by Jonathan Lawry in Front Matter
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