weimeng, CHANG Wenge. The application of morphology to the edge detection of road from UWB SAR images[J]. Journal of Image and Graphics, 2010, 15(10): 1555. DOI: 10.11834/jig.20101018.
Due to the multifomity of the clutter statistic property in UWB SAR image
there are much false lines
discontinuity of road edge and big computation load when using traditional method based on one clutter statistical property
like ROA
to detect road edge from UWB SAR image. In this article
a novel method based on morphology is proposed which not only uses multidirectional and multiscale structures
but also utilizes original gray image information. First
the original image is transformed to binary image. Second
circular close-open operation is processed with the structures mentioned above to get consequential images. Finally with the original gray image information
the consequential images are fused to obtain the final results. Experiments show that the presented method
compared with the traditional edge detecting methods