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Cluster analysis / Machine learning / Hierarchical clustering / Network analysis / K-means clustering / Segmentation / Multivariate statistics / Spectral clustering / Belief propagation / Statistics / Computing / Image processing


Multi-Sensor Clustering using Layered Affinity Propagation Lionel Ott1 and Fabio Ramos2 Abstract— Current robotic systems carry many diverse sensors such as laser scanners, cameras and inertial measurement units just t
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Document Date: 2015-01-05 23:35:34


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File Size: 1,87 MB

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Facility

University of Sydney / /

IndustryTerm

Online Clustering / energy function / good clustering solution / actual clustering solution / max-sum algorithm / robotic systems / energy function resulting / hierarchical processing / affinity propagation algorithm / overall consistent clustering solution / energy / /

MarketIndex

KITTI Vision / /

Organization

Federal Government / School of IT / Australian Centre for Field Robotics / University of Sydney / Pattern Analysis and Machine Intelligence / /

Position

chair / representative / Binary Variable Model for Affinity Propagation / engineer / /

PublishedMedium

IEEE Transactions on Pattern Analysis and Machine Intelligence / IEEE Transactions on Information Theory / /

Technology

laser / affinity propagation algorithm / Natural Language Processing / machine learning / max-sum algorithm / Sum-Product Algorithm / /

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