A Deep Learning Framework for Segmentation of Road Defects Using ResUNet-a

Author:

Katsamenis Iason1ORCID,Kopsiaftis George1ORCID,Voulodimos Athanasios1ORCID,Rallis Ioannis1ORCID,Georgoulas Ioannis1ORCID,Zafeiropoulos Charalampos1ORCID,Doulamis Anastasios1ORCID

Affiliation:

1. National Technical University of Athens, Greece

Funder

RESEARCH ? CREATE ? IN- NOVATE

Publisher

ACM

Reference52 articles.

1. An Integrated CNN-RNN Framework to Assess Road Crack

2. M. Z. Alom 2018. Recurrent residual convolutional neural network based on u-net (r2u-net) for medical image segmentation. arXiv preprint:1802.06955 (2018).

3. Pothole Classification Model Using Edge Detection in Road Image

4. Semantic Segmentation with Boundary Neural Fields

5. Gunilla Borgefors. 1986. Distance transformations in digital images. Computer vision, graphics, and image processing 34, 3 (1986), 344–371.

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