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A clustering method based on intensity data is used to extract road from LiDAR data in this paper. And the result is refined by using the spectrum information of aerial images. An experiment is performed with a group of LiDAR data in BeiJing. The results presented in this paper have shown that clustering method based on intensity could extract road in some extent, but many error points exist at the...