no code implementations • 11 Mar 2024 • Tunc Alkanat, Erkut Akdag, Egor Bondarev, Peter H. N. de With
Temporal localization of driving actions plays a crucial role in advanced driver-assistance systems and naturalistic driving studies.
no code implementations • 11 Mar 2024 • Erkut Akdag, Zeqi Zhu, Egor Bondarev, Peter H. N. de With
The model uses 2D-pose features as the positional embedding of the transformer architecture and spatio-temporal features as the main input to the encoder of the transformer.
no code implementations • 11 Mar 2024 • Ivo P. C. Kersten, Erkut Akdag, Egor Bondarev, Peter H. N. de With
Second, we compare the performance of different feature extractors for our anomaly detection method on the UCF-Crime and Throwing-Action datasets.
no code implementations • 5 Nov 2023 • Giacomo D'Amicantonio, Egor Bondarev, Peter H. N. de With
We propose a framework involving the generation of a set of synthetic intersection viewpoint images from a bird's-eye-view image, framed as a graph of virtual cameras to model these images.
no code implementations • 18 Apr 2020 • Clint Sebastian, Raffaele Imbriaco, Egor Bondarev, Peter H. N. de With
In contrast, our work concentrates on re-ranking and embedding expansion techniques.
no code implementations • 15 Apr 2020 • Clint Sebastian, Raffaele Imbriaco, Egor Bondarev, Peter H. N. de With
Building extraction from aerial images has several applications in problems such as urban planning, change detection, and disaster management.
no code implementations • 13 Jan 2020 • Clint Sebastian, Raffaele Imbriaco, Egor Bondarev, Peter H. N. de With
We also perform ablation studies to understand the impact of the adversarial loss.
no code implementations • 22 Mar 2019 • Raffaele Imbriaco, Clint Sebastian, Egor Bondarev, Peter H. N. de With
In this paper, we present an image retrieval pipeline that uses attentive, local convolutional features and aggregates them using the Vector of Locally Aggregated Descriptors (VLAD) to produce a global descriptor.
no code implementations • 13 Mar 2019 • Clint Sebastian, Bas Boom, Egor Bondarev, Peter H. N. de With
We propose a system that is cost-effective even after increasing the resolution by a factor of 2. 5.
no code implementations • 13 Mar 2019 • Raffaele Imbriaco, Clint Sebastian, Egor Bondarev, Peter de With
The matching of the query image is obtained with a recall@5 larger than 90% for panorama-to-panorama matching.
no code implementations • 8 Oct 2018 • Clint Sebastian, Bas Boom, Thijs van Lankveld, Egor Bondarev, Peter H. N. de With
Detection of buildings and other objects from aerial images has various applications in urban planning and map making.