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Probabilistic Approaches to Robotic Perception
Language: en
Pages: 259
Authors: João Filipe Ferreira
Categories: Technology & Engineering
Type: BOOK - Published: 2013-08-30 - Publisher: Springer

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This book tries to address the following questions: How should the uncertainty and incompleteness inherent to sensing the environment be represented and modelle
Probabilistic Robotics
Language: en
Pages: 668
Authors: Sebastian Thrun
Categories: Technology & Engineering
Type: BOOK - Published: 2005-08-19 - Publisher: MIT Press

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An introduction to the techniques and algorithms of the newest field in robotics. Probabilistic robotics is a new and growing area in robotics, concerned with p
Deep Learning for Robot Perception and Cognition
Language: en
Pages: 638
Authors: Alexandros Iosifidis
Categories: Computers
Type: BOOK - Published: 2022-02-04 - Publisher: Academic Press

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Deep Learning for Robot Perception and Cognition introduces a broad range of topics and methods in deep learning for robot perception and cognition together wit
Towards Dependable Robotic Perception
Language: en
Pages: 226
Authors: Anna V. Petrovskaya
Categories:
Type: BOOK - Published: 2011 - Publisher: Stanford University

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Reliable perception is required in order for robots to operate safely in unpredictable and complex human environments. However, reliability of perceptual infere
Factor Graphs for Robot Perception
Language: en
Pages: 162
Authors: Frank Dellaert
Categories: Technology & Engineering
Type: BOOK - Published: 2017-08-15 - Publisher:

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Reviews the use of factor graphs for the modeling and solving of large-scale inference problems in robotics. Factor graphs are introduced as an economical repre