Coplanar Repeats by Energy Minimization release_6dozdzwawbho5nsrcugftjthoa

by James Pritts, Denys Rozumnyi, M. Pawan Kumar, Ondrej Chum

Released as a article .

2017  

Abstract

This paper proposes an automated method to detect, group and rectify arbitrarily-arranged coplanar repeated elements via energy minimization. The proposed energy functional combines several features that model how planes with coplanar repeats are projected into images and captures global interactions between different coplanar repeat groups and scene planes. An inference framework based on a recent variant of α-expansion is described and fast convergence is demonstrated. We compare the proposed method to two widely-used geometric multi-model fitting methods using a new dataset of annotated images containing multiple scene planes with coplanar repeats in varied arrangements. The evaluation shows a significant improvement in the accuracy of rectifications computed from coplanar repeats detected with the proposed method versus those detected with the baseline methods.
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Date   2017-11-26
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arXiv  1711.09432v1
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