Projects per year
Personal profile
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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Dive into the research topics where Erkut Akdag is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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Projects
- 2 Finished
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SMART ITEA191001: Spatial Modelling Analytics & Real-time Tracking
de With, P. H. N. (Project Manager), Bondarau, E. (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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TTW Efficient Deep Learning P16-25 project 2 Deep Learning for 3D Reconstruction, Matching & Recognition
de With, P. H. N. (Project Manager), Klomp, S. R. (Project member) & Akdag, E. (Project member)
1/01/18 → 31/12/23
Project: Research direct
Research output
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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
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TeG: Temporal-Granularity Method for Anomaly Detection with Attention in Smart City Surveillance
Akdag, E., Bondarev, E. & de With, P. H. N., 27 Jan 2025, 2024 IEEE International Conference on Visual Communications and Image Processing, VCIP 2024. Institute of Electrical and Electronics Engineers, 6 p. 10849819Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
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Video Analysis of Anomalous Behavior for Public Safety
Akdag, E., 26 Jun 2025, (Accepted/In press) Eindhoven: Eindhoven University of Technology. 177 p.Research output: Thesis › Phd Thesis 1 (Research TU/e / Graduation TU/e)
Open AccessFile6 Downloads (Pure) -
Geo-spatial traffic behaviour analysis and anomaly detection for ITS applications
Akdag, E. (Corresponding author), D'Amicantonio, G., Vijverberg, J., Stajan, D., Beers, B., de With, P. H. N. & Bondarev, E., Dec 2024, In: IET Intelligent Transport Systems. 18, S1, p. 2939-2962 24 p.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile1 Citation (Scopus)24 Downloads (Pure) -
Monitoring and Reducing Congestion in Smart Cities
Bondarau, E., Akdag, E. & Overbury, J., 12 Sept 2024.Research output: Contribution to conference › Poster
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
Activities
- 2 Poster presentation
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Fusion of 2D-pose and Spatio-temporal Embeddings for Distracted Driver Action Recognition
Akdag, E. (Speaker), Zhu, Z. (Speaker), Bondarau, E. (Speaker) & de With, P. H. N. (Speaker)
14 Sept 2023Activity: Talk or presentation types › Poster presentation › Scientific
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Vehicle Detection for Intelligent Transportation Systems
Akdag, E. (Speaker), Bondarau, E. (Speaker) & de With, P. H. N. (Speaker)
22 May 2022Activity: Talk or presentation types › Poster presentation › Scientific
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