Projects per year
Personal profile
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 related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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Collaborations and top research areas from the last five years
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ADVISOR ITEA241007 (VCA)
Bondarau, Y. (Project Manager), Sevsay, B. (Project member), Lendering, C. (Project member) & Vacancy PHD (Project member)
1/01/25 → 31/12/27
Project: Third tier
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ELEVATION - XECS
Bondarau, Y. (Project Manager), Menu, W. J. (Project member), Akdag, E. (Project member), Quesado dos Santos, P. (Project member), D'Amicantonio, G. (Project member), Kashefbahrami, Y. (Project member), Vacancy PHD (Project member) & Vacancy 11 (Project member)
1/04/24 → 31/03/27
Project: Third tier
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SINTRA - ITEA231007
Bondarau, Y. (Project Manager), Abdulaziz, S. (Project member), Zhang, Y. (Project member), Scholte, D. (Project member), Akdag, E. (Project member), D'Amicantonio, G. (Project member) & Vacancy PD (Project member)
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. (Project member), Imbriaco, R. (Project member), van der Hagen, D. (Project communication officer), Groot, H. G. J. (Project member), D'Amicantonio, G. (Project member) & Akdag, E. (Project member)
1/01/20 → 30/10/23
Project: Research direct
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Interreg: PlAtform for innovative Security Solutions hArbours & Terminals
de With, P. H. N. (Project Manager), Alkanat, T. (Project member), Ghahremani, A. (Project member) & Bondarau, Y. (Project member)
1/01/18 → 31/07/22
Project: Research direct
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Enriching visual information in images through fusion with thermal imaging in low-light surveillance scenes
Leenen, S., Ghosh, S. S. & Bondarev, E. (Corresponding author), 24 Feb 2025, Seventeenth International Conference on Machine Vision, ICMV 2024. Osten, W. (ed.). SPIE, p. 254-261 8 p. 135170W. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 13517).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
Open AccessFile5 Downloads (Pure) -
Just Dance with π! A Poly-modal Inductor for Weakly-supervised Video Anomaly Detection
Majhi, S., D'Amicantonio, G., Dantcheva, A., Kong, Q., Garattoni, L., Francesca, G., Bondarau, E. & Bremond, F., 13 Aug 2025, 2025 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2025. Institute of Electrical and Electronics Engineers, p. 24265-24274 10 p. 11092984Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
Open AccessFile9 Downloads (Pure) -
MEET: Towards Memory-Efficient Temporal Sparse Deep Neural Networks
Zhu, Z., Akkaya, I. B., Waeijen, L. J. W., Bondarau, E., Pourtaherian, A. & Pires dos reis Moreira, O. M., 13 Aug 2025, 2025 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2025. Institute of Electrical and Electronics Engineers, p. 29309-29320 12 p. 11092745Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
Open AccessFile19 Downloads (Pure) -
MTFL: Multi-Timescale Feature Learning for Weakly-supervised Anomaly Detection in Surveillance Videos
Zhang, Y., Akdag, E. (Corresponding author), Bondarev, E. & de With, P. H. N., 24 Feb 2025, Seventeenth International Conference on Machine Vision, ICMV 2024. Osten, W. (ed.). SPIE, 8 p. 135170M. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 13517).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
Open AccessFile3 Citations (Scopus)1 Downloads (Pure) -
Near-incident detection in railroad environments: lateral distance estimation from train-mounted monocular camera
Wang, Y., D'Amicantonio, G. & Bondarau, E., 15 Sept 2025, 2025 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2025. Institute of Electrical and Electronics Engineers, p. 2027-2036 10 p. 11147850Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
Open AccessFile10 Downloads (Pure)
Prizes
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Award for Exceptional Excellence ITEA 2024
Bondarau, E. (Recipient), Akdag, E. (Recipient) & D'Amicantonio, G. (Recipient), 10 Sept 2024
Prize: Other › Professional
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Best Lecturer EE department award 2017
Bondarau, E. (Recipient), 2017
Prize: TU/e › Other › Scientific
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ITEA Award of Excellence 2020
Bondarau, E. (Recipient), 2020
Prize: Other › Career, activity or publication related prizes (lifetime, best paper, poster etc.) › Scientific
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Geo-spatial Traffic Behaviour Analysis and Anomaly Detection
Bondarau, E. (Speaker)
26 Oct 2024Activity: Talk or presentation types › Plenary talk › Scientific
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3d ePictureThis workshop
Bondarau, E. (Organiser)
26 Sept 2024Activity: Participating in or organising an event types › Conference › Scientific
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SMART Mobility ITEA4 project
Bondarau, E. (Speaker), Overbury, J. (Member) & Akdag, E. (Speaker)
11 Sept 2024Activity: Talk or presentation types › Poster presentation › Professional
File -
Security of Critical Infrastructure by Multi-Modal Dynamic Sensing and AI
Bondarau, E. (Speaker)
11 Sept 2024Activity: Talk or presentation types › Invited talk › Professional
File -
Geo-spatial traffic analytics and congestion reduction for Smart Cities
Bondarau, E. (Speaker) & Overbury, J. (Member)
10 Sept 2024Activity: Talk or presentation types › Invited talk › Professional
File
Courses
Press/Media
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Innovating The Netherlands: How AI is Shaping Dutch Smart Cities
22/04/25
1 Media contribution
Press/Media: Public Engagement Activities
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AI to create greener traffic and improve safety in smart cities
21/12/23
1 Media contribution
Press/Media: Expert Comment
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Stereo camera makes soldier’s life safer
3/02/22
1 Media contribution
Press/Media: Public Engagement Activities
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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 of Media coverage
Press/Media: Expert Comment