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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SDG 9 Industry, Innovation, and Infrastructure -
SDG 11 Sustainable Cities and Communities -
SDG 16 Peace, Justice and Strong Institutions
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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
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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ADVISOR ITEA241007 (VCA)
Bondarau, Y. (Project Manager), Sevsay, B. (Project member), Lendering, C. (Project member), Akdag, E. (Project member), Balmoș, R. (Project member) & Kouw, W. (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 11 (Project member) & Balmoș, R. (Project member)
1/04/24 → 31/03/27
Project: Third tier
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SINTRA - ITEA231007
Bondarau, Y. (Project Manager), Zhang, Y. (Project member), Scholte, D. (Project member), Akdag, E. (Project member), D'Amicantonio, G. (Project member), Vacancy Postdoc (Project member) & Abdulaziz, S. (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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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
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Boxes2Pixels: Learning Defect Segmentation from Noisy SAM Masks
Lendering, C., Akdag, E. & Bondarau, Y., 2026, p. 9203-9212. 10 p.Research output: Contribution to conference › Paper › Academic
Open Access -
MMTFL: Multi-Timescale Multi-Modal Feature Learning for Weakly-Supervised Anomaly Detection
Akdag, E. (Corresponding author), Corporaal, H., de With, P. H. N. & Bondarau, Y., 27 Feb 2026, In: Journal of Image and Graphics. 14, 1, p. 96-107 12 p., 10.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile1 Link opens in a new tab Citation (Scopus)60 Downloads (Pure) -
SubspaceAD: Training-Free Few-Shot Anomaly Detection via Subspace Modeling
Lendering, C., Akdag, E. & Bondarau, Y., 2026, p. 28557-28566. 10 p.Research output: Contribution to conference › Paper › Academic
Open Access -
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 AccessFile6 Link opens in a new tab Citations (Scopus)94 Downloads (Pure) -
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
Open AccessFile3 Link opens in a new tab Citations (Scopus)65 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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SMART Mobility ITEA4 project
Bondarau, E. (Speaker), Overbury, J. (Member) & Akdag, E. (Speaker)
11 Sept 2024Activity: Talk or presentation types › Poster presentation › Professional
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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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Computer Vision for Intelligent Transportation Systems
Akdag, E. (Speaker)
25 Oct 2022Activity: Talk or presentation types › Keynote talk › Professional
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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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Courses
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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
Course