Improving field boundary delineation in ResUNets via adversarial deep learning

Field boundary data is often required to access digital agricultural services and tools that assist with field-level assessment and monitoring. In addition, policy-makers and researchers need field boundaries to accurately assess food security and impacts on climate change. Thus, scalable and effici...

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التفاصيل البيبلوغرافية

الحاوية / القاعدة:	International Journal of Applied Earth Observations and Geoinformation
المؤلفون الرئيسيون:	Maxwell Jong, Kaiyu Guan, Sibo Wang, Yizhi Huang, Bin Peng
التنسيق:	مقال
اللغة:	الإنجليزية
منشور في:	Elsevier 2022-08-01
الموضوعات:	Field boundaries Adversarial learning Semantic segmentation Transfer learning Boundary quality
الوصول للمادة أونلاين:	http://www.sciencedirect.com/science/article/pii/S1569843222000796