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Visual Place Recognition: A Tutorial [Tutorial]

September 16, 2024 by Stefan Schubert, Peer Neubert, Sourav Garg, Michael Milford, Tobias Fischer

Localization is an essential capability for mobile robots, enabling them to build a comprehensive representation of their environment and interact with the environment effectively toward a goal. A rapidly growing field of research in this area is visual place recognition (VPR), which is the ability to recognize previously seen places in the world based solely on images.

For more about this article see link below.

https://ieeexplore.ieee.org/document/10261441

For the open access PDF link of this article please click here.

Filed Under: Past Columns/ Departments Tagged With: Global navigation satellite system, History, Image recognition, Location awareness, Mobile robots, Representation learning, Simultaneous localization and mapping, Tutorials, Visual place recognition, Visualization

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As the flagship magazine of the IEEE Robotics and Automation Society, IEEE Robotics and Automation Magazine (RAM) covers the latest developments in robotics and automation. Its scope ranges from cutting-edge technological advances to emerging social, economic, ethical, and policy issues shaping the field.  Published quarterly (March, June, September, and December), RAM features both high-impact original research articles written in an engaging and accessible style, as well as reviews, columns and opinion pieces addressing a wide range of timely topics.

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IEEE Robotics & Automation Magazine  publishes four issues per year: March, June, September and December.