AM-UNet: Field Ridge Segmentation of Paddy Field Images Based on an Improved MultiResUNet Network

In order to solve the problem of image boundary segmentation caused by the irregularity of paddy fields in southern China, a high-precision segmentation method based on the improved MultiResUNet model for paddy field mapping is proposed, combining the characteristics of paddy field scenes. We introd...

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التفاصيل البيبلوغرافية

الحاوية / القاعدة:	Agriculture
المؤلفون الرئيسيون:	Xulong Wu, Peng Fang, Xing Liu, Muhua Liu, Peichen Huang, Xianhao Duan, Dakang Huang, Zhaopeng Liu
التنسيق:	مقال
اللغة:	الإنجليزية
منشور في:	MDPI AG 2024-04-01
الموضوعات:	segmentation of ridges on fields deep learning attention gate mechanism atrous spatial pyramid pooling
الوصول للمادة أونلاين:	https://www.mdpi.com/2077-0472/14/4/637