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Vighnesh Birodkar
26 lines
723 B
Python
26 lines
723 B
Python
"""
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===========
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RAG Merging
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===========
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This example constructs a Region Adjacency Graph (RAG) and progressively merges
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regions that are similar in color. Merging two adjacent regions produces
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a new regions with all the pixels from the merged regions. Regions are merged
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until no highly similar regions remain.
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"""
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from skimage import graph, data, io, segmentation, color
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img = data.coffee()
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labels = segmentation.slic(img, compactness=30, n_segments=400)
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g = graph.rag_mean_color(img, labels)
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labels2 = graph.merge_hierarchical(labels, g, 40)
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g2 = graph.rag_mean_color(img, labels2)
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out = color.label2rgb(labels2, img, kind='avg')
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out = segmentation.mark_boundaries(out, labels2, (0, 0, 0))
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io.imshow(out)
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io.show()
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