Dr. Jack McAlorum Profile

Dr. Jack McAlorum

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Publications (4)

Proceedings Article | 18 April 2023 Presentation + Paper

Performance evaluation of an improved deep CNN-based concrete crack detection algorithm

Sanjeetha Pennada, Marcus Perry, Jack McAlorum, Hamish Dow, Gordon Dobie

Proceedings Volume 12486, 1248615 (2023) https://doi.org/10.1117/12.2657723

KEYWORDS: Light sources and illumination, Performance modeling, Data modeling, Education and training, Object detection, Machine learning, Convolutional neural networks, Systems modeling, Structural health monitoring, Deep learning, Visual inspection, Structural monitoring, Computer vision technology, Nondestructive evaluation, Deep convolutional neural networks

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Proceedings Article | 18 April 2023 Presentation + Paper

A novel directional lighting algorithm for concrete crack pixel-level segmentation

Hamish Dow, Marcus Perry, Jack McAlorum, Sanjeetha Pennada, Gordon Dobie

Proceedings Volume 12486, 124861L (2023) https://doi.org/10.1117/12.2657235

KEYWORDS: Light sources and illumination, Image segmentation, Image processing algorithms and systems, Image processing, Detection and tracking algorithms, Inspection, Defect detection, Optical inspection, Image classification, Automation

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Proceedings Article | 18 April 2023 Presentation + Paper

Automated manufacturing of smart tunnel segment

Tresor Tshimbombo, Marcus Perry, Hamish Dow, Jack McAlorum, Chris Hoy, Chrysoula Litina

Proceedings Volume 12486, 124861C (2023) https://doi.org/10.1117/12.2657113

KEYWORDS: Sensors, Robotics, Manufacturing, Design and modelling, Magnetism, Robots, Automation, Vibration, Packaging, Structural monitoring

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Proceedings Article | 18 April 2023 Presentation + Paper

Robotic concrete inspection with illumination-enhancement

Jack McAlorum, Marcus Perry, Hamish Dow, Sanjeetha Pennada

Proceedings Volume 12486, 124860L (2023) https://doi.org/10.1117/12.2655938

KEYWORDS: Light sources and illumination, Inspection, Image quality, Robotics, Object detection, Light emitting diodes, Robotic systems, Image enhancement, Detection and tracking algorithms, Cameras

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