@ARTICLE{huang2025roadformer, author={Jianxin Huang and Jiahang Li and Ning Jia and Yuxiang Sun and Chengju Liu and Qijun Chen and Rui Fan}, journal={IEEE Transactions on Intelligent Vehicles}, title={RoadFormer+: Delivering RGB-X Scene Parsing Through Scale-Aware Information Decoupling and Advanced Heterogeneous Feature Fusion}, year={2025}, volume={10}, number={5}, pages={3156-3165}, keywords={Feature extraction;Transformers;Fuses;Task analysis;Intelligent vehicles;Data mining;Roads;Convolutional neural network;heterogeneous features;transformer;urban scene parsing}, doi={10.1109/TIV.2024.3448251}}