Research papers · Posted 2026.04.04 · Publication / acceptance: author-reported

DSERT-RoLL: Robust Multi-Modal Perception for Diverse Driving Conditions with Stereo Event-RGB-Thermal Cameras, 4D Radar, and Dual-LiDAR

DSERT-RoLL: Robust Multi-Modal Perception for Diverse Driving Conditions with Stereo Event-RGB-Thermal Cameras, 4D Radar, and Dual-LiDAR

Overview

DSERT-RoLL combines event, RGB and thermal cameras with radar and LiDAR across weather and lighting conditions. Unified annotations and benchmarks support sensor comparisons and evaluation of a proposed multimodal fusion method.

Publication and version information

Publication, acceptance or venue information is author-reported on arXiv. The exact source wording is preserved below.

Author-supplied source information

Author-supplied information on arXiv.

Accepted by CVPR2026

Version: arXiv v1 — manuscript revision

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