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Optimized Deep Encoder-Decoder Methods for Crack Segmentation

Published in arXiv (Cornell University) • Aug 14, 2020
NobleIDNI2P07W02R77S05
Authors:
Jacob König
,
Mark Jenkins
,
Mike Mannion

Abstract

Surface crack segmentation poses a challenging computer vision task as background, shape, colour and size of cracks vary. In this work we propose optimized deep encoder-decoder methods consisting of a combination of techniques which yield an increase in crack segmentation performance. Specifically w...

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