Morph-M Python - Basic Operator » History » Version 1
Serge Koudoro, 10/26/2009 11:27 AM
| 1 | 1 | Serge Koudoro | h1. Morph-M Python - Basic Operator |
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| 2 | |||
| 3 | This following example show you, by 8 bits image Inversion, how you can create and call your operator. |
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| 4 | |||
| 5 | <pre><code class="ruby"> |
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| 6 | # pixel's inversion Operator (8 bits version) : |
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| 7 | def invert8(val): |
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| 8 | return 255-val |
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| 9 | |||
| 10 | # image inversion function: |
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| 11 | def testInvert8(im): |
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| 12 | morphee.ImUnaryOperation(im,invert8,im) |
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| 14 | # lambda version : |
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| 15 | def testInvert8_lambda(im): |
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| 16 | # instead of invert8, we can use a lambda-fonction |
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| 17 | # Better and lighter |
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| 18 | morphee.ImUnaryOperation(im, lambda x:255-x,im) |
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| 19 | </code></pre> |
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| 20 | |||
| 21 | An other example: Color conversion (RGB to Gray) : |
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| 22 | |||
| 23 | <pre><code class="ruby"> |
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| 24 | def RGBtoGray(valRGB): |
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| 25 | # valRGB est normalement un pixel_3<UINT8> converti |
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| 26 | # en un 3-tuple. |
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| 27 | assert(type(valRGB)==type((),))# Check type (we need tuple) |
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| 28 | assert(len(valRGB)==3)# Check if it is 3-tuple |
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| 29 | |||
| 30 | # Hmm, beautiful conversion ! |
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| 31 | return (valRGB[0]+valRGB[1]+valRGB[2])/3 |
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| 32 | |||
| 33 | def testRGBtoGray(imRGB,imGray): |
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| 34 | morphee.ImUnaryOperation(imRGB,RGBtoGray,imGray) |
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| 35 | </code></pre> |
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| 36 | |||
| 37 | This example show you an method to construct an operator by using class |
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| 38 | |||
| 39 | <pre><code class="ruby"> |
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| 40 | #Add a constant |
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| 41 | class AddNum: |
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| 42 | def __init__(self, n): |
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| 43 | self.number=n |
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| 44 | def __call__(self, val): |
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| 45 | if val+self.number > 255: |
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| 46 | return 255 |
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| 47 | else: |
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| 48 | return val+self.number |
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| 49 | |||
| 50 | def testAddCte(im, k): |
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| 51 | op=AddNum(100) |
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| 52 | # The __call__() function is simply used to |
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| 53 | #call on a callable object like the callback() |
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| 54 | #function outside the class |
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| 55 | morphee.ImUnaryOperation(im,op, im) |
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| 56 | </code></pre> |