@article{stixelnextlightweightmonocularscenesegme, title = {StixelNExT++: Lightweight Monocular Scene Segmentation and Representation for Collective Perception}, author = {Marcel Vosshans and Omar Ait-Aider and Youcef Mezouar and Markus Enzweiler}, year = {2025}, eprint = {2507.06687}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2507.06687}, }