Comparison of segmentation results between sample 3 random sampling and ECI optimized sampling method (image resolution is 4 meters) (IMAGE)

Beijing Zhongke Journal Publising Co. Ltd.

Comparison of segmentation results between sample 3 random sampling and ECI optimized sampling method (image resolution is 4 meters)

Caption

This figure compares segmentation results of remote sensing images using different sampling methods. The left side represents random sampling, while the right side shows the entropy-based complexity index (ECI) optimized sampling. The optimized method significantly enhances the model’s ability to predict urban details, improving the classification accuracy of roads and buildings while reducing misclassification. These results validate the effectiveness of the optimized sampling approach in remote sensing image interpretation.

Credit

Beijing Zhongke Journal Publising Co. Ltd.

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