Morph-M Python - Basic Operator » History » Version 2
Serge Koudoro, 10/26/2009 11:29 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 | 2 | Serge Koudoro | #Don't forget morphee importation |
| 7 | import morphee |
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| 8 | |||
| 9 | 1 | Serge Koudoro | # pixel's inversion Operator (8 bits version) : |
| 10 | def invert8(val): |
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| 11 | return 255-val |
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| 12 | |||
| 13 | # image inversion function: |
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| 14 | def testInvert8(im): |
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| 15 | morphee.ImUnaryOperation(im,invert8,im) |
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| 16 | |||
| 17 | # lambda version : |
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| 18 | def testInvert8_lambda(im): |
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| 19 | # instead of invert8, we can use a lambda-fonction |
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| 20 | # Better and lighter |
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| 21 | morphee.ImUnaryOperation(im, lambda x:255-x,im) |
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| 22 | </code></pre> |
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| 23 | |||
| 24 | An other example: Color conversion (RGB to Gray) : |
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| 25 | |||
| 26 | <pre><code class="ruby"> |
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| 27 | 2 | Serge Koudoro | #Don't forget morphee importation |
| 28 | import morphee |
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| 29 | |||
| 30 | 1 | Serge Koudoro | def RGBtoGray(valRGB): |
| 31 | # valRGB est normalement un pixel_3<UINT8> converti |
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| 32 | # en un 3-tuple. |
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| 33 | assert(type(valRGB)==type((),))# Check type (we need tuple) |
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| 34 | assert(len(valRGB)==3)# Check if it is 3-tuple |
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| 35 | |||
| 36 | # Hmm, beautiful conversion ! |
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| 37 | return (valRGB[0]+valRGB[1]+valRGB[2])/3 |
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| 38 | |||
| 39 | def testRGBtoGray(imRGB,imGray): |
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| 40 | morphee.ImUnaryOperation(imRGB,RGBtoGray,imGray) |
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| 41 | </code></pre> |
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| 42 | |||
| 43 | This example show you an method to construct an operator by using class |
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| 44 | |||
| 45 | <pre><code class="ruby"> |
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| 46 | 2 | Serge Koudoro | #Don't forget morphee importation |
| 47 | import morphee |
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| 48 | |||
| 49 | 1 | Serge Koudoro | #Add a constant |
| 50 | class AddNum: |
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| 51 | def __init__(self, n): |
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| 52 | self.number=n |
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| 53 | def __call__(self, val): |
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| 54 | if val+self.number > 255: |
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| 55 | return 255 |
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| 56 | else: |
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| 57 | return val+self.number |
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| 58 | |||
| 59 | def testAddCte(im, k): |
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| 60 | op=AddNum(100) |
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| 61 | # The __call__() function is simply used to |
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| 62 | #call on a callable object like the callback() |
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| 63 | #function outside the class |
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| 64 | morphee.ImUnaryOperation(im,op, im) |
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| 65 | </code></pre> |