mlsanityData to 14 Oct 2026

Concept of a Sensor Test Environment for Dusty Agricultural Conditions

arXiv 2609.03895 ↗First posted 3 Sep 2026cs.CVcited by 0

Not on the map. Why?

Abstract (arXiv)

Dust in agriculture presents a significant challenge for autonomous agricultural machinery. Dust can impair the performance of sensors and algorithms. This work, therefore, presents a concept for a proving ground consisting of an indoor and outdoor area. The indoor area comprises a laboratory test bench where dust circulates in a closed system and a test hall where life-size objects can be placed. The outdoor area features dedicated test setups that enable reproducible data to be recorded with and without dust during real-world agriculture work. The proving ground and the setups are visualized in 3D.

Key facts. No citing papers in the map yet (data through 14 Oct 2026). Builds on 2 of its 15 references that are in the map. First posted on arXiv 3 Sep 2026.

Builds on

2 of 15 references.

References · 2

  1. 2019A Benchmark for Lidar Sensors in Fog: Is Detection Breaking Down?cited by 32
  2. 2023RB-Dust -- A Reference-based Dataset for Vision-based Dust Removalcited by 3

Built on by

Not cited yet.