Ghent University Academic Bibliography

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A GPU optimization workflow for real-time execution of ultra-high frame rate computer vision applications

Mohsen Nourazar (UGent) , Brian Booth (UGent) and Bart Goossens (UGent)

(2024) JOURNAL OF REAL-TIME IMAGE PROCESSING. 21(1).
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Predicting inference time and energy consumption in deep learning using MLPs

Chengjin Lyu (UGent) , Mohsen Nourazar (UGent) and Bart Goossens (UGent)

(2024) 22nd IEEE International Symposium on Parallel and Distributed Processing with Applications (IEEE ISPA 2024), Proceedings. p.990-996
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An introduction to adversarially robust deep learning

Jonathan Peck (UGent) , Bart Goossens (UGent) and Yvan Saeys (UGent)

(2024) IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE. 46(4). p.2071-2090
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Standard datasets for autonomous navigation and mapping : a full-stack construction methodology

Yuanzhi Liu, Yujia Fu, Minghui Qin, Yufeng Xu, Bin Cui, Kunhua Liu, Fengdong Chen, Wei Tao, Michiel Vlaminck (UGent) , Bart Goossens (UGent) , et al.

(2024) IEEE TRANSACTIONS ON INTELLIGENT VEHICLES. p.1-24
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BotanicGarden : a high-quality dataset for robot navigation in unstructured natural environments

Yuanzhi Liu, Yujia Fu, Minghui Qin, Yufeng Xu, Baoxin Xu, Fengdong Chen, Bart Goossens (UGent) , Poly Z.H. Sun, Hongwei Yu, Chun Liu, et al.

(2024) IEEE ROBOTICS AND AUTOMATION LETTERS. 9(3). p.2798-2805
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A pipelining-based heterogeneous scheduling and energy-throughput optimization scheme for CNNs leveraging apache TVM

Delia Velasco-Montero, Bart Goossens (UGent) , Jorge Fernández-Berni, Ángel Rodríguez-Vázquez and Wilfried Philips (UGent)

(2023) IEEE ACCESS. 11. p.35007-35021
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Improving turn movement count using cooperative feedback

Patrick Heyer Wollenberg (UGent) , Chengjin Lyu (UGent) , Ljubomir Jovanov (UGent) , Bart Goossens (UGent) and Wilfried Philips (UGent)

(2023) SENSORS. 23(24).
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A visibility overshoot index for interventional x-ray image quality assessment

Asli Kumcu (UGent) , Ljiljana Platisa (UGent) , Bart Goossens (UGent) , Amber J. Gislason-Lee, Andrew G. Davies, Gerard Schouten, Dimitri Buytaert (UGent) , Klaus Bacher (UGent) and Wilfried Philips (UGent)

(2023) Medical Imaging 2023 : Image Perception, Observer Performance, and Technology Assessment. In Proceedings of SPIE 12467.
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An unsupervised transfer learning framework for visible-thermal pedestrian detection

Chengjin Lyu (UGent) , Patrick Heyer Wollenberg (UGent) , Bart Goossens (UGent) and Wilfried Philips (UGent)

(2022) SENSORS. 22(12).
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Accelerating iterative CT reconstruction algorithms using Tensor Cores

Mohsen Nourazar (UGent) and Bart Goossens (UGent)

(2021) JOURNAL OF REAL-TIME IMAGE PROCESSING. 18(6). p.1979-1991

Academic Bibliography

A GPU optimization workflow for real-time execution of ultra-high frame rate computer vision applications

Predicting inference time and energy consumption in deep learning using MLPs

An introduction to adversarially robust deep learning

Standard datasets for autonomous navigation and mapping : a full-stack construction methodology

BotanicGarden : a high-quality dataset for robot navigation in unstructured natural environments

A pipelining-based heterogeneous scheduling and energy-throughput optimization scheme for CNNs leveraging apache TVM

Improving turn movement count using cooperative feedback

A visibility overshoot index for interventional x-ray image quality assessment

An unsupervised transfer learning framework for visible-thermal pedestrian detection

Accelerating iterative CT reconstruction algorithms using Tensor Cores

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