Ghent University Academic Bibliography

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An end-to-end pipeline for team-aware, pose-aligned augmented reality in cycling broadcasts

Winter Clinckemaillie (UGent) , Jelle Vanhaeverbeke (UGent) , Maarten Slembrouck (UGent) and Steven Verstockt (UGent)

(2026) COMPUTER VISION AND IMAGE UNDERSTANDING. 263.
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Development of a secure, standardised and interoperable surveillance platform for race-related injury and illness data within the UCI men’s and women’s road cycling world tour : a study protocol

Thomas Fallon, Robbe Decorte (UGent) , Steven Verstockt (UGent) , Debbie Palmer, Xavier Bigard and Neil Heron

(2026) BMJ OPEN SPORT & EXERCISE MEDICINE. 12(1).
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One-shot team recognition and 3D pose estimation of cyclists for augmented reality visualization

Winter Clinckemaillie (UGent) , Jelle Vanhaeverbeke (UGent) , Maarten Slembrouck (UGent) and Steven Verstockt (UGent)

(2025) SPORTS ANALYTICS, ISACE 2025. In Lecture Notes in Computer Science 15925. p.36-52
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A machine learning approach for the classification of sports based on a coaches' perspective of environmental, individual and task requirements : a sports profile analysis

Jan Willem Teunissen (UGent) , Irene R. Faber, Jelle De Bock, Maarten Slembrouck (UGent) , Steven Verstockt (UGent) , Matthieu Lenoir (UGent) and Johan Pion (UGent)

(2025) JOURNAL OF SPORTS SCIENCES. 43(1). p.23-32
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Cross-room CO2-based presence detection for occupancy profiling

Jelle Vanhaeverbeke (UGent) , Emiel Deprost (UGent) , Steven Verstockt (UGent) and Sofie Van Hoecke (UGent)

(2025) IEEE ACCESS. 13. p.120917-120930
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- C3
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Multi-camera framing of dry slope snowboarding jumps

Robbe Decorte (UGent) , Robbe De Waele, Maarten Slembrouck (UGent) and Steven Verstockt (UGent)

(2025) ICSS2025 : the 10th International Congress on Science and Skiing, Abstracts. p.10-10
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Continuous monitoring of recruits during military basic training to mitigate attrition

Robbe Decorte (UGent) , Jelle Vanhaeverbeke (UGent) , Sarah VanDen Berghe (UGent) , Maarten Slembrouck (UGent) and Steven Verstockt (UGent)

(2025) SENSORS. 25(6).
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Flame monitoring and anomaly detection in steel reheating furnaces based on thermal video using a hybrid AI computer vision system

Jelle Vanhaeverbeke (UGent) , Steven Verstockt (UGent) and Sofie Van Hoecke

(2025) SCIENTIFIC REPORTS. 15(1).
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Semantic enrichment of a BIM model using revit : automatic annotation of doors in high-rise residential building models using machine learning

Soheila Bigdeli (UGent) , Pieter Pauwels, Steven Verstockt (UGent) , Nico Van de Weghe (UGent) and Bart Merci (UGent)

(2025) FIRE TECHNOLOGY. 61(4). p.1579-1611
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Large language models on race commentary : towards granular data in cycling analytics

Bram Janssens (UGent) , Matthias Bogaert (UGent) and Steven Verstockt (UGent)

(2025) MACHINE LEARNING AND DATA MINING FOR SPORTS ANALYTICS, MLSA 2024. In Communications in Computer and Information Science 2460. p.14-25
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Geosocial media’s perspective on energy : a text classification approach using natural language processing

Jana Verdoodt (UGent) , Kenzo Milleville (UGent) , Haosheng Huang (UGent) , Christophe Vandeviver (UGent) , Steven Verstockt (UGent) and Nico Van de Weghe (UGent)

(2025) JOURNAL OF LOCATION BASED SERVICES.
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Where is my recruit : assessing orienteering skills of military recruits through wearable data analytics

Robbe Decorte (UGent) , Dajo Criel, Kenzo Milleville (UGent) , Maarten Slembrouck (UGent) and Steven Verstockt (UGent)

(2025) JOURNAL OF LOCATION BASED SERVICES.
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Artemis : AI tools for historical maps – environmental studies in the Scheldt Valley

Fei Fei (UGent) , Kenzo Milleville (UGent) , Steven Verstockt (UGent) and Dieter De Witte (UGent)

(2025) FEARS 2025 : FEA Research Symposium, Abstracts.
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- Miscellaneous
Semantic enrichment of a BIM model using Revit : automatic annotation of doors in high-rise residential building models using machine learning (OCT, 10.1007/s10694-024-01655-0, 2024)

Soheila Bigdeli (UGent) , Pieter Pauwels (UGent) , Steven Verstockt (UGent) , Nico Van de Weghe (UGent) and Bart Merci (UGent)

(2025) FIRE TECHNOLOGY. 61(5). p.3899-3899
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- C3
A vision on talent : exploring gaze behaviour in football coaches and scouts

Laurens Gilson (UGent) , Maarten Slembrouck (UGent) , Frederik Deconinck (UGent) , Matthieu Lenoir (UGent) and Steven Verstockt (UGent)

(2025) 2025 World Congress on Science and Soccer, Abstracts.
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A vision on talent : exploring gaze behaviour in football coaches and scouts

Laurens Gilson (UGent) , Matthieu Lenoir (UGent) , Maarten Slembrouck (UGent) , Frederik Deconinck (UGent) and Steven Verstockt (UGent)

(2025) Vereniging voor Bewegings- en Sportwetenschappen (VBSW), 30ste symposium, Abstracts.
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SPORSA : innovative technology for safer cycling

Steven Verstockt (UGent) and Robbe Decorte (UGent)

(2025) Contributions to the 13th International Cycling Safety Conference. p.129-130
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Non-invasive monitoring in complex environments using wearable technology

Robbe Decorte (UGent) , Maarten Slembrouck (UGent) and Steven Verstockt (UGent)

(2024) 29th ECSS (European College of Sport Science) Annual Congress - Book of Abstracts. p.396-397
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Video-based detection of hurdle crossings by athletes to gather intermediate race timings

Aela Le Sommer, Jelle Vanhaeverbeke (UGent) , Robbe Decorte (UGent) , Maarten Slembrouck (UGent) and Steven Verstockt (UGent)

(2024) Engineering of Sport 15 : Proceedings from the 15th International Conference on the Engineering of Sport (ISEA 2024).
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Pose-based image retrieval and enrichment in the RMFAB

Ravi Khatri, Kenzo Milleville (UGent) , Steven Verstockt (UGent) , K. Lasaracina, L. Van de Cappelle and Dieter De Witte (UGent)

(2024) Digital Humanities Benelux 2024 Conference, Proceedings.

Academic Bibliography

An end-to-end pipeline for team-aware, pose-aligned augmented reality in cycling broadcasts

Development of a secure, standardised and interoperable surveillance platform for race-related injury and illness data within the UCI men’s and women’s road cycling world tour : a study protocol

One-shot team recognition and 3D pose estimation of cyclists for augmented reality visualization

A machine learning approach for the classification of sports based on a coaches' perspective of environmental, individual and task requirements : a sports profile analysis

Cross-room CO2-based presence detection for occupancy profiling

Multi-camera framing of dry slope snowboarding jumps

Continuous monitoring of recruits during military basic training to mitigate attrition

Flame monitoring and anomaly detection in steel reheating furnaces based on thermal video using a hybrid AI computer vision system

Semantic enrichment of a BIM model using revit : automatic annotation of doors in high-rise residential building models using machine learning

Large language models on race commentary : towards granular data in cycling analytics

Geosocial media’s perspective on energy : a text classification approach using natural language processing

Where is my recruit : assessing orienteering skills of military recruits through wearable data analytics

Artemis : AI tools for historical maps – environmental studies in the Scheldt Valley

Semantic enrichment of a BIM model using Revit : automatic annotation of doors in high-rise residential building models using machine learning (OCT, 10.1007/s10694-024-01655-0, 2024)

A vision on talent : exploring gaze behaviour in football coaches and scouts

A vision on talent : exploring gaze behaviour in football coaches and scouts

SPORSA : innovative technology for safer cycling

Non-invasive monitoring in complex environments using wearable technology

Video-based detection of hurdle crossings by athletes to gather intermediate race timings

Pose-based image retrieval and enrichment in the RMFAB

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