Concepedia

Jacob König

JK

3

Publications

241

Citations

3

H-Index

2019

Active since

Affiliations

Glasgow Caledonian University(Current)

Jacob König is an author at Glasgow Caledonian University specializing in deep learning, engineering, and machine vision.

Top concepts

EngineeringDeep LearningMachine VisionData ScienceImage AnalysisComputer VisionMachine LearningImage SegmentationPattern RecognitionComputer Science

Publications per year

2019–2022

3

Publications

3

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

Jacob König, Mark David Jenkins, Peter Barrie et al. · 2019 · 109 citations · Full text

Highway Pavement, Pavement Engineering, Convolutional Neural Network +20

Optimized deep encoder-decoder methods for crack segmentation

Jacob König, Mark David Jenkins, Mike Mannion et al. · Digital Signal Processing · 2020 · 89 citations · Full text

Machine Vision, Engineering, Crack Segmentation +2

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

Jacob König, Mark David Jenkins, Mike Mannion et al. · IEEE Transactions on Intelligent Transportation Systems · 2022 · 43 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +19

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