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Geometric Multi-Model Fitting by Deep Reinforcement Learning

Geometric Multi-Model Fitting by Deep Reinforcement Learning

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_journals_2111972881

Geometric Multi-Model Fitting by Deep Reinforcement Learning

About this item

Full title

Geometric Multi-Model Fitting by Deep Reinforcement Learning

Publisher

Ithaca: Cornell University Library, arXiv.org

Journal title

arXiv.org, 2018-12

Language

English

Formats

Publication information

Publisher

Ithaca: Cornell University Library, arXiv.org

More information

Scope and Contents

Contents

This paper deals with the geometric multi-model fitting from noisy, unstructured point set data (e.g., laser scanned point clouds). We formulate multi-model fitting problem as a sequential decision making process. We then use a deep reinforcement learning algorithm to learn the optimal decisions towards the best fitting result. In this paper, we ha...

Alternative Titles

Full title

Geometric Multi-Model Fitting by Deep Reinforcement Learning

Identifiers

Primary Identifiers

Record Identifier

TN_cdi_proquest_journals_2111972881

Permalink

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_journals_2111972881

Other Identifiers

E-ISSN

2331-8422

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