Nanjie Yang received his Bachelor's degree in Computer Science and Technology from Xi'an University of Finance and Economics in 2022, and is now pursuing a Master's degree in Electronic Information at the North China Institute of Aerospace Engineering, primarily researching the extraction of rural roads from high-resolution remote sensing images. His research is dedicated to developing high-performance methodologies for road extraction, utilizing deep learning techniques to enhance the accuracy and efficiency of identifying and mapping rural road networks. Throughout his graduate phase, he aims to contribute to effective infrastructure planning and management in rural areas by integrating innovative image processing algorithms and remote sensing data analysis.