Ghent University Academic Bibliography

Your filters: cql: keyword exact "Convolutional neural networks"

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Comparison of one- two- and three-dimensional CNN models for drawing-test-based diagnostics of the Parkinson’s disease

Xuechao Wang (UGent) , Junqing Huang (UGent) , Marianna Chatzakou (UGent) , Sven Nõmm, Elli Valla, Kadri Medijainen, Pille Taba, Aaro Toomela and Michael Ruzhansky (UGent)

(2024) BIOMEDICAL SIGNAL PROCESSING AND CONTROL. 87(Part B).
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Explainable deep learning to classify royal navy ships

Bart Baesens, Amy Adams, Rodrigo Pacheco-Ruiz, Ann-Sophie Baesens and Seppe vanden Broucke (UGent)

(2024) IEEE ACCESS. 12. p.1774-1785
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A novel day-ahead regional and probabilistic wind power forecasting framework using deep CNNs and conformalized regression forests

Jef Jonkers (UGent) , Diego Nieves Avendano (UGent) , Glenn Van Wallendael (UGent) and Sofie Van Hoecke (UGent)

(2024) APPLIED ENERGY. 361.
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Evaluation of activated sludge settling characteristics from microscopy images with deep convolutional neural networks and transfer learning

Sina Borzooei (UGent) , Leonardo Scabini, Gisele Miranda, Saba Daneshgar (UGent) , Lukas Deblieck, Odemir Bruno, Piet De Langhe, Bernard De Baets (UGent) , Ingmar Nopens (UGent) and Elena Torfs (UGent)

(2024) JOURNAL OF WATER PROCESS ENGINEERING. 64.
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No-reference VMAF : a deep neural network-based approach to blind video quality assessment

Axel De Decker (UGent) , Jan De Cock, Peter Lambert (UGent) and Glenn Van Wallendael (UGent)

(2024) IEEE TRANSACTIONS ON BROADCASTING. 70(3). p.844-861
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From lab to real world : assessing the effectiveness of human activity recognition and optimization through personalization

Marija Stojchevska (UGent) , Mathias De Brouwer (UGent) , Martijn Courteaux (UGent) , Femke Ongenae (UGent) and Sofie Van Hoecke (UGent)

(2023) SENSORS. 23(10).
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Ultra wideband (UWB) localization using active CIR-based fingerprinting

Jaron Fontaine (UGent) , Ben Van Herbruggen (UGent) , Adnan Shahid (UGent) , Sebastian Kram, Maximilian Stahlke and Eli De Poorter (UGent)

(2023) IEEE COMMUNICATIONS LETTERS. 27(5). p.1322-1326
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Low-latency classification of social haptic gestures using transformers

Qiaoqiao Ren (UGent) , Yuanbo Hou (UGent) and Tony Belpaeme (UGent)

(2023) COMPANION OF THE ACM/IEEE INTERNATIONAL CONFERENCE ON HUMAN-ROBOT INTERACTION, HRI 2023. p.137-141
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Dose reduction and image enhancement in micro‐CT using deep learning

Florence Marie Muller (UGent) , Jens Maebe (UGent) , Christian Vanhove (UGent) and Stefaan Vandenberghe (UGent)

(2023) MEDICAL PHYSICS. 50(9). p.5643-5656
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Application of artificial intelligence methodologies to chronic wound care and management : a scoping review

Mai Dabas, Dafna Schwartz, Dimitri Beeckman (UGent) and Amit Gefen

(2023) ADVANCES IN WOUND CARE. 12(4). p.205-240

Academic Bibliography

Comparison of one- two- and three-dimensional CNN models for drawing-test-based diagnostics of the Parkinson’s disease

Explainable deep learning to classify royal navy ships

A novel day-ahead regional and probabilistic wind power forecasting framework using deep CNNs and conformalized regression forests

Evaluation of activated sludge settling characteristics from microscopy images with deep convolutional neural networks and transfer learning

No-reference VMAF : a deep neural network-based approach to blind video quality assessment

From lab to real world : assessing the effectiveness of human activity recognition and optimization through personalization

Ultra wideband (UWB) localization using active CIR-based fingerprinting

Low-latency classification of social haptic gestures using transformers

Dose reduction and image enhancement in micro‐CT using deep learning

Application of artificial intelligence methodologies to chronic wound care and management : a scoping review

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