Academic Bibliography

Search 200 years of publications by Ghent University researchers.

dr. Sam Leroux

Faculty of Engineering and Architecture > Department of Information technology

Work address: Technologiepark Zwijnaarde 126
9052 Zwijnaarde
Email: Sam.Leroux@UGent.be
ORCID iD: 0000-0003-3792-5026

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- Journal Article
- open access
Inverse reinforcement learning through logic constraint inference

Mattijs Baert (UGent) , Sam Leroux (UGent) and Pieter Simoens (UGent)

(2023) MACHINE LEARNING.
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- Journal Article
- A1
- open access
An opt-in framework for privacy protection in audio-based applications

Wei-Cheng Wang (UGent) , Sander De Coninck (UGent) , Sam Leroux (UGent) and Pieter Simoens (UGent)

(2022) IEEE PERVASIVE COMPUTING. 21(4). p.17-24
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- A1
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Iterative online 3D reconstruction from RGB images

Thorsten Cardoen (UGent) , Sam Leroux (UGent) and Pieter Simoens (UGent)

(2022) SENSORS. 22(24).
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- Conference Paper
- P1
- open access
Supervised detection of Alternaria solani on ultra-high-resolution modified RGB UAV images

Jana Wieme (UGent) , Sam Leroux (UGent) , Simon Cool (UGent) , Jana Pieters (UGent) and Wouter Maes (UGent)

(2022) Remote Sensing for Agriculture, Ecosystems, and Hydrology XXIV. In Proceedings of SPIE 12262.
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TinyMLOps : operational challenges for widespread edge AI adoption

Sam Leroux (UGent) , Pieter Simoens (UGent) , Meelis Lootus, Kartik Thakore and Akshay Sharma

(2022) 2022 IEEE 36TH INTERNATIONAL PARALLEL AND DISTRIBUTED PROCESSING SYMPOSIUM WORKSHOPS (IPDPSW 2022). In IEEE International Symposium on Parallel and Distributed Processing Workshops p.1003-1010
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Automated training of location-specific edge models for traffic counting

Sam Leroux (UGent) , Bo Li and Pieter Simoens (UGent)

(2022) COMPUTERS & ELECTRICAL ENGINEERING. 99.
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Iterative neural networks for adaptive inference on resource-constrained devices

Sam Leroux (UGent) , Tim Verbelen (UGent) , Pieter Simoens (UGent) and Bart Dhoedt (UGent)

(2022) NEURAL COMPUTING & APPLICATIONS. 34(13). p.10321-10336
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- Conference Paper
- P1
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Multi-branch neural networks for video anomaly detection in adverse lighting and weather conditions

Sam Leroux (UGent) , Bo Li and Pieter Simoens (UGent)

(2022) 2022 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV). In IEEE Winter Conference on Applications of Computer Vision p.3027-3035
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- Journal Article
- A1
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Decoupled appearance and motion learning for efficient anomaly detection in surveillance video

Bo Li, Sam Leroux (UGent) and Pieter Simoens (UGent)

(2021) COMPUTER VISION AND IMAGE UNDERSTANDING. 210.
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- Conference Paper
- C1
- open access
Intelligent frame selection as a privacy-friendlier alternative to face recognition

Mattijs Baert (UGent) , Sam Leroux (UGent) and Pieter Simoens (UGent)

(2021) PPAI-21, the 2nd AAAI Workshop on Privacy-Preserving Artificial Intelligence, Proceedings.

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