Search Results for author: Alexander Tsaregorodtsev

Found 6 papers, 4 papers with code

Pedestrian Environment Model for Automated Driving

1 code implementation17 Aug 2023 Adrian Holzbock, Alexander Tsaregorodtsev, Vasileios Belagiannis

We only use images from a monocular camera and the vehicle's localization data as input to our pedestrian environment model.

Motion Compensation Position

Automated Automotive Radar Calibration With Intelligent Vehicles

no code implementations23 Jun 2023 Alexander Tsaregorodtsev, Michael Buchholz, Vasileios Belagiannis

We, therefore, present an approach for automated and geo-referenced extrinsic calibration of automotive radar sensors that is based on a novel hypothesis filtering scheme.

Collision Avoidance

Automated Static Camera Calibration with Intelligent Vehicles

1 code implementation21 Apr 2023 Alexander Tsaregorodtsev, Adrian Holzbock, Jan Strohbeck, Michael Buchholz, Vasileios Belagiannis

Our method does not require any human interaction with the information recorded by both the infrastructure and the vehicle.

Camera Calibration

Extrinsic Camera Calibration with Semantic Segmentation

1 code implementation8 Aug 2022 Alexander Tsaregorodtsev, Johannes Müller, Jan Strohbeck, Martin Herrmann, Michael Buchholz, Vasileios Belagiannis

Our approach relies on a coarse initial measurement of the camera pose and builds on lidar sensors mounted on a vehicle with high-precision localization to capture a point cloud of the camera environment.

Camera Calibration Segmentation +1

ParticleAugment: Sampling-Based Data Augmentation

no code implementations16 Jun 2021 Alexander Tsaregorodtsev, Vasileios Belagiannis

By comparing with the related work, our method reaches a balance between the computational cost of policy search and the model performance.

Data Augmentation Image Classification

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