Jacob König

According to our database, Jacob König authored at least 6 papers between 2019 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2022

Weakly-Supervised Surface Crack Segmentation by Generating Pseudo-Labels Using Localization With a Classifier and Thresholding.

Jacob König, Mark David Jenkins, Mike Mannion, Peter Barrie, Gordon Morison

IEEE Trans. Intell. Transp. Syst., 2022

What's Cracking? A Review and Analysis of Deep Learning Methods for Structural Crack Segmentation, Detection and Quantification.

Jacob König, Mark David Jenkins, Mike Mannion, Peter Barrie, Gordon Morison

CoRR, 2022

2021

Optimized deep encoder-decoder methods for crack segmentation.

Jacob König, Mark David Jenkins, Mike Mannion, Peter Barrie, Gordon Morison

Digit. Signal Process., 2021

A Weakly-Supervised Surface Crack Segmentation Method using Localisation with a Classifier and Thresholding.

Jacob König, Mark David Jenkins, Mike Mannion, Peter Barrie, Gordon Morison

CoRR, 2021

2019

A Convolutional Neural Network for Pavement Surface Crack Segmentation Using Residual Connections and Attention Gating.

Jacob König, Mark David Jenkins, Peter Barrie, Mike Mannion, Gordon Morison

Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

Segmentation of Surface Cracks Based on a Fully Convolutional Neural Network and Gated Scale Pooling.

Jacob König, Mark David Jenkins, Peter Barrie, Mike Mannion, Gordon Morison

Proceedings of the 27th European Signal Processing Conference, 2019