Kristof Van Beeck

KU Leuven — Belgium

Computer Science · Physical Sciences

11h-index507citations44works0.32yr avg
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Research Topics

Video Surveillance and Tracking Methods(29), Advanced Neural Network Applications(16), Advanced Vision and Imaging(8), Robotics and Sensor-Based Localization(6), Advanced Image and Video Retrieval Techniques(6)

Publications44 total

Leveraging Unreal Engine for UAV Object Tracking: The AirTrackSynth Synthetic Dataset
2025Open Access
Enhancing Embedded Object Tracking: A Hardware Acceleration Approach for Real-Time Predictability
Journal of Imaging·2024· 1 citedOpen Access
Real-Time Predictability Analysis and Enhancement of Deep-Learning-Based Object Tracking
2024
Person Detection Using an Ultra Low-Resolution Thermal Imager on a Low-Cost MCU
Lecture notes in computer science·2023· 2 citedOpen Access
Improving Object Detection in VHR Aerial Orthomosaics
Lecture notes in computer science·2023· 2 cited
Object Tracking with Multiple Dynamic Templates Updating
Lecture notes in computer science·2023
Person Detection Using an Ultra Low-resolution Thermal Imager on a Low-cost MCU
arXiv (Cornell University)·2022Open Access
Integer-Only CNNs with 4 Bit Weights and Bit-Shift Quantization Scales at Full-Precision Accuracy
Electronics·2021· 15 citedOpen Access
Investigating the Potential of Network Optimization for a Constrained Object Detection Problem
Journal of Imaging·2021· 4 citedOpen Access
Eye-tracking glasses in face-to-face interactions: Manual versus automated assessment of areas-of-interest
Behavior Research Methods·2021· 35 citedOpen Access
Multi-view Real-time 3D Occupancy Map for Machine-patient Collision Avoidance
2021· 1 citedOpen Access
Real-Time Embedded Computer Vision on UAVs: UAVision2020 Workshop Summary
Zurich Open Repository and Archive (University of Zurich)·2020Open Access
AITIA: Embedded AI Techniques for Embedded Industrial Applications
2020· 21 cited
Enhancing Open-Set Face Recognition by Closing It with Cluster-Inferred Gallery Augmentation
Lecture notes in computer science·2020Open Access
Real-Time Embedded Computer Vision on UAVs:
Lecture notes in computer science·2020· 4 cited
Anyone here? Smart Embedded Low-Resolution Omnidirectional Video Sensor to Measure Room Occupancy
2019· 7 citedOpen Access
Exploring RGB+Depth Fusion for Real-Time Object Detection
Sensors·2019· 69 citedOpen Access
How Low Can You Go? Privacy-preserving People Detection with an Omni-directional Camera
2019· 3 cited
How Low Can You Go? Privacy-preserving People Detection with an Omni-directional Camera
2019· 3 citedOpen Access
Real-Time Embedded Computer Vision on UAVs
Lecture notes in computer science·2019· 11 cited
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Frequent Co-authors

Toon Goedemé(43), Tinne Tuytelaars(10), Tanguy Ophoff(6), Maarten Vandersteegen(6), Timothy Callemein(5), Mingyang Zhang(4), Floris De Smedt(3), Jan Meel(2), Joost Vennekens(2), Floris De Feyter(2), Davide Scaramuzza(2), Wouter Reusen(2), Wim Meeus(1), Dirk Stroobandt(1), Chiara Jongerius(1), Johannes A. Romijn(1), Ellen M.A. Smets(1), Marij A. Hillen(1), Marcelo Brandalero(1), Muhammad Ali(1)