A novel neural network structure is considered, based on a pipeline of three ConvNets and endowed with the capacity for context awareness, which improves grid- ...

PDF | In the manuscript, the issue of detecting and segmenting out pavement defects on highway roads is addressed. Specifically, computer vision (CV).

Pavement Defect Segmentation in Orthoframes with a Pipeline of Three Convolutional Neural Networks ; Journal: Algorithms, 2020, № 8, p. 198 ; Publisher: MDPI AG.

Pavement Defect Segmentation in Orthoframes with a Pipeline of Three Convolutional Neural Networks. Language: English; Authors: Lõuk, Roland1 (AUTHOR) roland ...

In the manuscript, the issue of detecting and segmenting out pavement defects on highway roads is addressed. Specifically, computer vision (CV) methods are ...

Pavement Defect Segmentation in Orthoframes with a Pipeline of Three Convolutional Neural Networks ... Pavement Images using Deep Convolution Neural Network.

Pavement defect segmentation in orthoframes with a pipeline of three convolutional neural networks ; Specification. Scopus ; Open Access. Yes ; Open Access type.

Pavement defect segmentation in orthoframes with a pipeline of three convolutional neural networks. R Lõuk, A Riid, R Pihlak, A Tepljakov. Algorithms 13 (8) ...

Pavement defect segmentation in orthoframes with a pipeline of three convolutional neural networks. R Lõuk, A Riid, R Pihlak, A Tepljakov. Algorithms 13 (8) ...

This research addressed pavement-quality evaluation by pixelwise defect segmentation using a U-Net deep autoencoder and utilized residual connections, ...