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Yu Li, Wang Runsheng, Han Fangjian. Multiresolution Morphological Object DetectionJ. Journal of Computer-Aided Design & Computer Graphics, 2006, 18(6): 849-853.
Citation: Yu Li, Wang Runsheng, Han Fangjian. Multiresolution Morphological Object DetectionJ. Journal of Computer-Aided Design & Computer Graphics, 2006, 18(6): 849-853.

Multiresolution Morphological Object Detection

  • First,a pyramid representation of images is created using morphological wavelet transform. Second,a coarse-to-fine analysis scheme is implemented from the lowest-resolution to the ful-l resolution.At each resolution,watershed transform segments the image of the pyramid (or the previously obtained result) to generate a labeled image,which is relabeled by a region searching scheme.Experimental results with various kinds of image data demonstrate the algorithm’s efficiency,precision,and robustness to noise.
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