Search Results for author: Andras Palffy

Found 4 papers, 3 papers with code

DPFT: Dual Perspective Fusion Transformer for Camera-Radar-based Object Detection

1 code implementation3 Apr 2024 Felix Fent, Andras Palffy, Holger Caesar

However, cameras are not robust against severe weather conditions, lidar sensors are expensive, and the performance of radar-based perception is still inferior to the others.

Autonomous Vehicles object-detection +1

See Further Than CFAR: a Data-Driven Radar Detector Trained by Lidar

no code implementations20 Feb 2024 Ignacio Roldan, Andras Palffy, Julian F. P. Kooij, Dariu M. Gavrila, Francesco Fioranelli, Alexander Yarovoy

In this paper, we address the limitations of traditional constant false alarm rate (CFAR) target detectors in automotive radars, particularly in complex urban environments with multiple objects that appear as extended targets.

CNN based Road User Detection using the 3D Radar Cube

1 code implementation25 Apr 2020 Andras Palffy, Jiaao Dong, Julian F. P. Kooij, Dariu M. Gavrila

In experiments on a real-life dataset we demonstrate that our method outperforms the state-of-the-art methods both target- and object-wise by reaching an average of 0. 70 (baseline: 0. 68) target-wise and 0. 56 (baseline: 0. 48) object-wise F1 score.

Clustering Object

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