Ghent University Academic Bibliography

Journal Article
A1
open access

A survey on machine learning-based performance improvement of wireless networks : PHY, MAC and Network Layer

Merima Kulin (UGent) , Tarik Kazaz, Eli De Poorter (UGent) and Ingrid Moerman (UGent)

(2021) ELECTRONICS. 10(3).

Predicting the milk yield curve of dairy cows in the subsequent lactation period using deep learning

Arno Liseune (UGent) , Matthieu Salamone (UGent) , Dirk Van den Poel (UGent) , Bonifacius Van Ranst (UGent) and Miel Hostens (UGent)

(2021) COMPUTERS AND ELECTRONICS IN AGRICULTURE. 180.

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Automatic laser profile recognition and fast tracking for structured light measurement using deep learning and template matching

Shengchun Wang, Hao Wang, Yunlai Zhou, Junbo Liu, Peng Dai, Xinyu Du and Magd Abdel Wahab (UGent)

(2021) MEASUREMENT. 169.

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Automated MRI based pipeline for segmentation and prediction of grade, IDH mutation and 1p19q co-deletion in glioma

Milan Decuyper (UGent) , Stijn Bonte, Karel Deblaere (UGent) and Roel Van Holen (UGent)

(2021) COMPUTERIZED MEDICAL IMAGING AND GRAPHICS. 88.

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Damage detection in structures using modal curvatures gapped smoothing method and deep learning

Huong Duong Nguyen (UGent) , T. Bui Tien, Guido De Roeck and Magd Abdel Wahab (UGent)

(2021) STRUCTURAL ENGINEERING AND MECHANICS. 77(1). p.47-56

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Journal Article
A1
open access

Active vision for robot manipulators using the free energy principle

Toon Van de Maele (UGent) , Tim Verbelen (UGent) , Ozan Catal (UGent) , Cedric De Boom (UGent) and Bart Dhoedt (UGent)

(2021) FRONTIERS IN NEUROROBOTICS. 15.

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Miscellaneous
open access

Editorial for special issue : 'Archaeological remote sensing in the 21st century : (re)defining practice and theory'

Dave Cowley, Geert Verhoeven (UGent) and Arianna Traviglia

(2021) REMOTE SENSING. 13(8).

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Conference Paper

cREAtIve: Reconfigurable Embedded Artificial Intelligence

Poona Bahrebar (UGent) , Leon Denis, Maxim Bonnaerens (UGent) , Kristof Coddens, Joni Dambre (UGent) , Wouter Favoreel, Illia Khvastunov, Adrian Munteanu, Hung Nguyen-Duc, Stefan Schulte, et al.

(2021) Proceedings of the 18th ACM International Conference on Computing Frontiers. p.194-199

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Journal Article
A1
open access

Whole heart segmentation using 3D FM-Pre-ResNet encoder–decoder based architecture with variational autoencoder regularization

Marija Habijan (UGent) , Irena Galić, Hrvoje Leventić and Krešimir Romić

(2021) APPLIED SCIENCES-BASEL. 11(9).

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UWB anchor nodes self-calibration in NLOS conditions : a machine learning and adaptive PHY error correction approach

Matteo Ridolfi (UGent) , Jaron Fontaine (UGent) , Ben Van Herbruggen (UGent) , Wout Joseph (UGent) , Jeroen Hoebeke (UGent) and Eli De Poorter (UGent)

(2021) WIRELESS NETWORKS. 27(4). p.3007-3023

Academic Bibliography

A survey on machine learning-based performance improvement of wireless networks : PHY, MAC and Network Layer

Predicting the milk yield curve of dairy cows in the subsequent lactation period using deep learning

Automatic laser profile recognition and fast tracking for structured light measurement using deep learning and template matching

Automated MRI based pipeline for segmentation and prediction of grade, IDH mutation and 1p19q co-deletion in glioma

Damage detection in structures using modal curvatures gapped smoothing method and deep learning

Active vision for robot manipulators using the free energy principle

Editorial for special issue : 'Archaeological remote sensing in the 21st century : (re)defining practice and theory'

cREAtIve: Reconfigurable Embedded Artificial Intelligence

Whole heart segmentation using 3D FM-Pre-ResNet encoder–decoder based architecture with variational autoencoder regularization

UWB anchor nodes self-calibration in NLOS conditions : a machine learning and adaptive PHY error correction approach

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