Projecten per jaar
Persoonlijk profiel
Research profile
Egor Bondarev is an Associate Professor chairing the ‘AI for Multi-modal Sensing’ (AIMS) lab within the ‘Signal Processing Systems’ group of TU/e. His AIMS lab focuses on research of AI/ML models for multi-modal perception systems in the smart city, public safety, intelligent transportation, defense and broadcast domains. The developed AI models perform analysis by fusing data of the following sensor modalities: thermal, LiDAR, RGB, depth, acoustic and 4D imaging radar. The overarching objective of this fusion-empowered analysis is to provide real-time Situational Awareness to the abovementioned industries.
Bondarev is focusing on two key research problems: 1) how the subtle anomalies in human behaviour or industrial assets can be detected without having training datasets of anomaly samples; 2) how to fuse the 2D-data from individual multi-modal sensors capturing a scene into an accurate 3D spatio-temporal model of the scene, thereby bringing real-time situational awareness. His additional research contributions are sparsification and mapping of the AI models on edge devices and explainable AI for privacy preservation.
Egor Bondarev is involved as principal investigator in several European research projects, such as SMART Mobility, SINTRA, ELEVATION and ADVISOR. He organized valorization and exploitation of the AI Models developed in such projects at ST Microelectronics (France), ViNotion (Netherlands), INRIA (France) and ProDrive (Netherlands). His extensive collaboration network includes both academia (TU Munich, Gent University, Birmingham University, etc) and industry (Philips, NXP, ASML, Bosch, Demcon, Rijkswaterstaat, Esri Canada, TAV Turkey, etc)
As a lecturer, Bondarev is responsible for the master course ‘Computer Vision AI and 3D Data Processing’ and also teaches the bachelor course Computer Architecture I. He has written and co-authored 100+ publications on real-time computer vision, AI and image/3D processing algorithms. He is the organizer of the ePictureThis workshop series, ICMV and ACIVS conferences.
Academic background
Egor Bondarev received his MSc degree in robotics and informatics from the State Polytechnic University (Belarus Republic) in 1997. For five years after, he worked as a research engineer at the Invention Machine Corp. In 2009, Bondarev obtained his PhD degree in Computer Science from Eindhoven University of Technology (TU/e). He then took on the position of Assistant Professor in the Video Coding Architectures (VCA) group and created a Surveillance research cluster. From 2025, he is the head of the AIMS research lab at TU/e.
Expertise gerelateerd aan duurzame ontwikkelingsdoelstellingen van de VN
In 2015 stemden de VN-lidstaten in met 17 wereldwijde duurzame ontwikkelingsdoelstellingen (Sustainable Development Goals, SDG's) om armoede te beëindigen, de planeet te beschermen en voor iedereen welvaart te garanderen. Het werk van deze persoon draagt bij aan de volgende duurzame ontwikkelingsdoelstelling(en):
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SDG 7 – Betaalbare en schone energie
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SDG 9 – Industrie, innovatie en infrastructuur
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SDG 11 – Duurzame steden en gemeenschappen
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SDG 16 – Vrede, rechtvaardigheid en sterke instellingen
Vingerafdruk
- 1 Soortgelijke profielen
Samenwerkingen en hoofdonderzoeksgebieden uit de afgelopen vijf jaar
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PROACTIF (CS)
Bondarau, Y. (Project Manager), Kashefbahrami, Y. (Projectmedewerker), Sevsay, B. (Projectmedewerker), Lendering, C. (Projectmedewerker), Bergmans, J. W. M. (Projectmedewerker), Campanella, R. (Projectmedewerker), Kouw, W. (Projectmedewerker) & Linnartz, J.-P. M. G. (Projectmedewerker)
1/05/25 → 30/04/28
Project: Third tier
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ADVISOR ITEA241007 (VCA)
Bondarau, Y. (Project Manager), Sevsay, B. (Projectmedewerker), Lendering, C. (Projectmedewerker), Akdag, E. (Projectmedewerker), Balmoș, R. (Projectmedewerker) & Kouw, W. (Projectmedewerker)
1/01/25 → 31/12/27
Project: Third tier
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ELEVATION - XECS
Bondarau, Y. (Project Manager), Menu, W. J. (Projectmedewerker), Akdag, E. (Projectmedewerker), Quesado dos Santos, P. (Projectmedewerker), D'Amicantonio, G. (Projectmedewerker), Kashefbahrami, Y. (Projectmedewerker), Vacancy 11 (Projectmedewerker) & Balmoș, R. (Projectmedewerker)
1/04/24 → 31/03/27
Project: Third tier
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SINTRA - ITEA231007
Bondarau, Y. (Project Manager), Zhang, Y. (Projectmedewerker), Scholte, D. (Projectmedewerker), Akdag, E. (Projectmedewerker), D'Amicantonio, G. (Projectmedewerker), Vacancy Postdoc (Projectmedewerker) & Abdulaziz, S. (Projectmedewerker)
1/11/23 → 31/10/26
Project: Third tier
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SMART ITEA191001: Spatial Modelling Analytics & Real-time Tracking
de With, P. H. N. (Project Manager), Bondarau, Y. (Projectmedewerker), Imbriaco, R. (Projectmedewerker), van der Hagen, D. (Project communicatie medewerker), Groot, H. G. J. (Projectmedewerker), D'Amicantonio, G. (Projectmedewerker) & Akdag, E. (Projectmedewerker)
1/01/20 → 30/10/23
Project: Onderzoek direct
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Accelerating YOLO with EOBranch: An Early Exit Approach for Adaptive Object Detection
Scholte, D. (Corresponderende auteur), Zwemer, M. H. & Bondarau, Y., 2 jan 2026, Image Analysis and Processing – ICIAP 2025: 23rd International Conference, Rome, Italy, September 15–19, 2025, Proceedings. Rodolà, E., Galasso, F. & Masi, I. (reds.). Cham: Springer, Vol. I. blz. 442-455 14 blz. (Lecture Notes in Computer Science (LNCS); vol. 16167).Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review
Open AccessBestand8 Downloads (Pure) -
Automated Instance Label Generation for Traffic Domain to Enhance YOLACT-YOLO
Scholte, D. (Corresponderende auteur), Zwemer, M. H., de With, P. H. N. & Bondarau, Y., 2 jan 2026, Image Analysis and Processing – ICIAP 2025 : 23rd International Conference, Rome, Italy, September 15–19, 2025, Proceedings. Rodolà, E., Galasso, F. & Masi, I. (reds.). Cham: Springer, Vol. I. blz. 429-441 13 blz. (Lecture Notes in Computer Science; vol. 16167 LNCS).Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review
Open AccessBestand4 Downloads (Pure) -
Boxes2Pixels: Learning Defect Segmentation from Noisy SAM Masks
Lendering, C., Akdag, E. & Bondarau, Y., 2026, blz. 9203-9212. 10 blz.Onderzoeksoutput: Bijdrage aan congres › Paper › Academic
Open Access -
Evaluation of Human Visual Privacy Protection: A Three-Dimensional Framework and Benchmark Dataset
Abdulaziz, S., D'Amicantonio, G. & Bondarev, E., 23 feb 2026, 2025 IEEE/CVF International Conference on Computer Vision Workshops, ICCVW 2025. Institute of Electrical and Electronics Engineers, blz. 5952-5961 10 blz. 11374463Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review
Open AccessBestand1 Link wordt geopend op een nieuw tabblad Citaat (Scopus)31 Downloads (Pure) -
Mixture of Experts Guided by Gaussian Splatters Matters: A new Approach to Weakly-Supervised Video Anomaly Detection
D'Amicantonio, G., Majhi, S., Kong, Q., Garattoni, L., Francesca, G., Bremond, F. & Bondarev, E., 29 apr 2026, 2025 IEEE/CVF International Conference on Computer Vision, ICCV 2025. Institute of Electrical and Electronics Engineers, blz. 10275-10285 11 blz. 11444278Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review
Open AccessBestand8 Link wordt geopend op een nieuw tabblad Citaten (Scopus)13 Downloads (Pure)
Prijzen
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Award for Exceptional Excellence ITEA 2024
Bondarau, E. (Ontvanger), Akdag, E. (Ontvanger) & D'Amicantonio, G. (Ontvanger), 10 sep 2024
Prijs: Anders › Overig › Professioneel
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Best Lecturer EE department award 2017
Bondarau, E. (Ontvanger), 2017
Prijs: TU/e › Anders › Wetenschappelijk
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ITEA Award of Excellence 2020
Bondarau, E. (Ontvanger), 2020
Prijs: Anders › Werk, activiteit of publicatie gerelateerde prijzen (lifetime, best paper, poster etc.) › Wetenschappelijk
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Airborne Technologies for Situational Awareness
Bondarau, Y. (Spreker)
27 nov. 2025Activiteit: Types gesprekken of presentaties › Keynote spreker › Professioneel
Bestand -
AI and 3D Reconstruction for Situational Awareness
Bondarau, Y. (Spreker)
7 nov. 2025Activiteit: Types gesprekken of presentaties › Keynote spreker › Professioneel
Bestand -
Railway Near-Miss Detection and Incident Analysis
Bondarau, Y. (Spreker)
28 okt. 2025Activiteit: Types gesprekken of presentaties › Genodigd spreker › Wetenschappelijk
Bestand -
2025 'ePicture This' workshop
Bondarau, Y. (Organisator)
28 okt. 2025Activiteit: Types deelname aan of organisatie van een evenement › Workshop, seminar, cursus of expositie › Wetenschappelijk
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The Road to 3D Vision
Bondarau, Y. (Spreker)
18 sep. 2025Activiteit: Types gesprekken of presentaties › Plenaire spreker › Professioneel
Bestand
Cursussen
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Computer Vision AI and 3D Data Analysis
Menu, W. J., Quesado dos Santos, P., Bondarau, Y., Akdag, E. & D'Amicantonio, G. 1/09/15 → 31/08/27
Cursus
Knipsels
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Innovating The Netherlands: How AI is Shaping Dutch Smart Cities
22/04/25
1 Mediabijdrage
Pers / media: PR activiteiten
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AI to create greener traffic and improve safety in smart cities
21/12/23
1 Mediabijdrage
Pers / media: Vakinhoudelijk commentaar
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Eindhoven University of Technology: 3D Smart Digital Model Shows Calamities in a City With One-Look Overview
de With, P. H. N., Bondarau, E. & Groot, H. G. J.
11/09/20
1 item van Media-aandacht
Pers / media: Vakinhoudelijk commentaar