Road Network Detection from Aerial Imagery of Urban Areas Using Deep ResUNet in Combination with the B-snake Algorithm

Abstract Road network detection is critical to enhance disaster response and detecting a safe evacuation route. Due to expanding computational capacity, road extraction from aerial imagery has been investigated extensively in the literature, specifically in the last decade. Previous studies have mai...

وصف كامل

التفاصيل البيبلوغرافية
الحاوية / القاعدة:Human-Centric Intelligent Systems
المؤلفون الرئيسيون: Hafiz Suliman Munawar, Ahmed W. A. Hammad, S. Travis Waller, Danish Shahzad, Md. Rafiqul Islam
التنسيق: مقال
اللغة:الإنجليزية
منشور في: Springer Nature 2023-01-01
الموضوعات:
Deep ResUnet
Region merging
Object-based image analysis (OBIA)
B-snake
Road network extraction
الوصول للمادة أونلاين:https://doi.org/10.1007/s44230-023-00015-5

الانترنت

https://doi.org/10.1007/s44230-023-00015-5

مواد مشابهة