Density-Guided Label Smoothing for Temporal Localization of Driving Actions. - Tunç Alkanat; Erkut Akdag; Egor Bondarev; Peter H. N. de With (CVPR Workshops, 2022)

Critical Vehicle Detection for Intelligent Transportation Systems. - Erkut Akdag; Egor Bondarev; Peter H. N. de With (VEHITS, 2022)

Transformer-based Fusion of 2D-pose and Spatio-temporal Embeddings for Distracted Driver Action Recognition. - Erkut Akdag; Zeqi Zhu; Egor Bondarev; Peter H. N. de With (CVPR Workshops, 2023)

Detection of object throwing behavior in surveillance videos. - Ivo P. C. Kersten; Erkut Akdag; Egor Bondarev; Peter H. N. de With (Image Processing: Algorithms and Systems, 2023)

TeG: Temporal-Granularity Method for Anomaly Detection with Attention in Smart City Surveillance. - Erkut Akdag; Egor Bondarev; Peter H. N. de With (VCIP, 2024)

MTFL: Multi-Timescale Feature Learning for Weakly-Supervised Anomaly Detection in Surveillance Videos. - Yiling Zhang; Erkut Akdag; Egor Bondarev; Peter H. N. de With (CoRR, 2024)