Jacob König

Publication Activity (10 Years)

Years Active: 2019-2022
Publications (10 Years): 7

Top Topics

Convolutional Neural Network

Top Venues

IEEE Trans. Intell. Transp. Syst.

Digit. Signal Process.

Publications

Jacob König, Mark David Jenkins, Mike Mannion, Peter Barrie, Gordon Morison
What's Cracking? A Review and Analysis of Deep Learning Methods for Structural Crack Segmentation, Detection and Quantification. CoRR (2022)
Jacob König, Mark David Jenkins, Mike Mannion, Peter Barrie, Gordon Morison
Weakly-Supervised Surface Crack Segmentation by Generating Pseudo-Labels Using Localization With a Classifier and Thresholding. IEEE Trans. Intell. Transp. Syst. 23 (12) (2022)
Jacob König, Mark David Jenkins, Mike Mannion, Peter Barrie, Gordon Morison
A Weakly-Supervised Surface Crack Segmentation Method using Localisation with a Classifier and Thresholding. CoRR (2021)
Jacob König, Mark David Jenkins, Mike Mannion, Peter Barrie, Gordon Morison
Optimized deep encoder-decoder methods for crack segmentation. Digit. Signal Process. 108 (2021)
Jacob König, Mark David Jenkins, Mike Mannion, Peter Barrie, Gordon Morison
Optimized Deep Encoder-Decoder Methods for Crack Segmentation. CoRR (2020)
Jacob König, Mark David Jenkins, Peter Barrie, Mike Mannion, Gordon Morison
A Convolutional Neural Network for Pavement Surface Crack Segmentation Using Residual Connections and Attention Gating. ICIP (2019)
Jacob König, Mark David Jenkins, Peter Barrie, Mike Mannion, Gordon Morison
Segmentation of Surface Cracks Based on a Fully Convolutional Neural Network and Gated Scale Pooling. EUSIPCO (2019)