The "sample" compression package stores some sample images, and there are five images of each type. If you want to use the complete dataset "VREPI-DATASETS", please contact the author to explain your intention, and we will send you the compressed package password. You must ensure that the dataset is only used for scientific research, not for commercial use. At the same time, if you use the dataset to publish your paper, you must quote our paper and dataset. The author's contact information is: 2022032007@chd.edu.cn , 2022032005@chd.edu.cn 。

We provide the data set of polarization and infrared image fusion in low visibility and vehicular environment, including the acquired polarization image, infrared original image and label image, for deep learning semantic segmentation. There are 316 images of each type, which can be used to train the semantic segmentation neural network of multimode visual input.