@article{acomparativestudyofdeeplearningmethods, title = {The impact of data volume on performance of deep learning based building rooftop extraction using very high spatial resolution aerial images}, author = {Hongjie He and Ke Yang and Yuwei Cai and Zijian Jiang and Qiutong Yu and Kun Zhao and JunBo Wang and Sarah Narges Fatholahi and Yan Liu and Hasti Andon Petrosians and Bingxu Hu and Liyuan Qing and Zhehan Zhang and Hongzhang Xu and Siyu Li and Kyle Gao and Linlin Xu and Jonathan Li}, year = {2021}, eprint = {2103.09300}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2103.09300v2}, }