Search Results for author: Sven Richter

Found 4 papers, 0 papers with code

Sensor Data Fusion in Top-View Grid Maps using Evidential Reasoning with Advanced Conflict Resolution

no code implementations19 Apr 2022 Sven Richter, Frank Bieder, Sascha Wirges, Christoph Stiller

We present a new method to combine evidential top-view grid maps estimated based on heterogeneous sensor sources.

Mapping LiDAR and Camera Measurements in a Dual Top-View Grid Representation Tailored for Automated Vehicles

no code implementations16 Apr 2022 Sven Richter, Frank Bieder, Sascha Wirges, Christoph Stiller

We present a generic evidential grid mapping pipeline designed for imaging sensors such as LiDARs and cameras.

Exploiting Multi-Layer Grid Maps for Surround-View Semantic Segmentation of Sparse LiDAR Data

no code implementations13 May 2020 Frank Bieder, Sascha Wirges, Johannes Janosovits, Sven Richter, Zheyuan Wang, Christoph Stiller

This representation allows us to use well-studied deep learning architectures from the image domain to predict a dense semantic grid map using only the sparse input data of a single LiDAR scan.

Semantic Segmentation

Learned Enrichment of Top-View Grid Maps Improves Object Detection

no code implementations2 Mar 2020 Sascha Wirges, Ye Yang, Sven Richter, Haohao Hu, Christoph Stiller

We propose an object detector for top-view grid maps which is additionally trained to generate an enriched version of its input.

Object object-detection +1

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