Morphological Operators - Donald Bren School of ...majumder/DIP/classes/morpho.pdf · Morphological...

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Morphological Operators CS 111: Digital Image Processing

Transcript of Morphological Operators - Donald Bren School of ...majumder/DIP/classes/morpho.pdf · Morphological...

Page 1: Morphological Operators - Donald Bren School of ...majumder/DIP/classes/morpho.pdf · Morphological Operators CS 111: Digital Image Processing. Dilation. Dilation: Join Broken Segments.

Morphological Operators

CS 111: Digital Image Processing

Page 2: Morphological Operators - Donald Bren School of ...majumder/DIP/classes/morpho.pdf · Morphological Operators CS 111: Digital Image Processing. Dilation. Dilation: Join Broken Segments.

Dilation

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Dilation: Join Broken Segments

Page 4: Morphological Operators - Donald Bren School of ...majumder/DIP/classes/morpho.pdf · Morphological Operators CS 111: Digital Image Processing. Dilation. Dilation: Join Broken Segments.

Erosion

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Erosion and Dilation: Eliminating Irrelevant Details

Page 6: Morphological Operators - Donald Bren School of ...majumder/DIP/classes/morpho.pdf · Morphological Operators CS 111: Digital Image Processing. Dilation. Dilation: Join Broken Segments.

Opening

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Closing

Page 8: Morphological Operators - Donald Bren School of ...majumder/DIP/classes/morpho.pdf · Morphological Operators CS 111: Digital Image Processing. Dilation. Dilation: Join Broken Segments.

Opening and Closing: Noise Filter

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Boundary Extraction

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Region Filling

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Region Filling

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Connected Components

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Gray Scale: Dilation and Erosion

Original Dilation: Brighter where small dark details are reduced

Erosion: Darker where small bright details are reduced

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Gray Scale: Opening and Closing

Original Opening: Reduces small bright details with little effect on dark areas.

Closing: Reduces small dark details with little effect on bright areas

Page 15: Morphological Operators - Donald Bren School of ...majumder/DIP/classes/morpho.pdf · Morphological Operators CS 111: Digital Image Processing. Dilation. Dilation: Join Broken Segments.

Smoothing: Opening and then Closing

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Gradient: Dilation - Erosion

• Morphological Edge Detector• Direction Independent