Transfer learning for cross-scene 3D pavement crack detection based on enhanced deep edge features

Rethinking Atrous Convolution for Semantic Image Segmentation

Liang-Chieh Chen, George Papandreou, Florian Schroff et al. · arXiv (Cornell University) · 2017 · 7.5K citations · Full text

Computing, Computer Science, Computer Vision +11

Holistically-Nested Edge Detection

Saining Xie, Zhuowen Tu · 2015 · 3.1K citations

Computing, Computer Science, Computer Vision +16

CrackTree: Automatic crack detection from pavement images

Qin Zou, Yu Cao, Qingquan Li et al. · Pattern Recognition Letters · 2011 · 1.1K citations

Engineering, Civil Engineering, Computer Vision +13

Deep Convolutional Neural Networks with transfer learning for computer vision-based data-driven pavement distress detection

Kasthurirangan Gopalakrishnan, Siddhartha Kumar Khaitan, Alok Choudhary et al. · Construction and Building Materials · 2017 · 947 citations · Full text

Computing, Civil Engineering, Computer Science +14

Automated Pixel‐Level Pavement Crack Detection on 3D Asphalt Surfaces Using a Deep‐Learning Network

Allen Zhang, Kelvin C. P. Wang, Baoxian Li et al. · Computer-Aided Civil and Infrastructure Engineering · 2017 · 940 citations

Computing, Civil Engineering, Computer Science +14