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A power transmission line image segmentation method, system, device and medium
Pending
CN122415632A
Improve reasoning efficiency
improve understanding
Image segmentation
Information representation
一种输变电线路图像分割方法、系统、设备及介质,包括:获取待处理的输变电线路图像;将所述输变电线路图像输入预先构建的输变电线路目标分割模型进行图像分割,输出最终分割掩码;本申请通过抽象记忆特征提示生成机制,显著降低提示生成过程中的计算量,提高模型的推理效率,有效减少冗余计算;本申请的全局信息提取模块,将全局信息表示注入掩码解码器,用以指导和约束后续的分割过程,显著提升了模型对复杂场景的理解能力和分割准确性;本申请的多视图特征的深度融合与交互,显著提升模型对输电线路等细长目标的边缘和细节分割精度。
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国网电力工程研究院有限公司
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small amount of calculation
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