2024
DOI: 10.3390/agronomy14112462
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A Semantic Segmentation Method for Winter Wheat in North China Based on Improved HRNet

Chunshan Wang,
Penglei Zhu,
Shuo Yang
et al.

Abstract: Winter wheat is one of the major crops for global food security. Accurate statistics of its planting area play a crucial role in agricultural policy formulation and resource management. However, the existing semantic segmentation methods for remote sensing images are subjected to limitations in dealing with noise, ambiguity, and intra-class heterogeneity, posing a negative impact on the segmentation performance of the spatial distribution and area of winter wheat fields in practical applications. In response t… Show more

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