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Python Wand wavelet_denoise()用法及代码示例


wavelet_denoise()函数是Python Wand ImageMagick库中的内置函数,可通过应用小波变换来消除噪声。

用法:
wavelet_denoise(threshold, softness)

参数:该函数接受上面提到的和下面定义的两个参数:

  • Threshold:此参数存储平滑极限的值。
  • Softness:此参数存储平滑阈值的衰减量的值。

返回值:此函数返回Wand ImageMagick对象。

原始图片:

范例1:

# Import library from Image  
from wand.image import Image 
  
# Import the image 
with Image(filename ='../geeksforgeeks.png') as image:
    # Clone the image in order to process 
    with image.clone() as wavelet_denoise:
        # Invoke wavelet_denoise function with threshold as 10 
        # softness as 15 
        wavelet_denoise.wavelet_denoise(10, 15) 
        # Save the image 
        wavelet_denoise.save(filename ='wavelet_denoise1.jpg')

输出:

范例2:

# Import libraries from the wand   
from wand.image import Image 
from wand.drawing import Drawing 
from wand.color import Color 
  
with Drawing() as draw:
    # Set Stroke color the circle to black 
    draw.stroke_color = Color('black') 
    # Set Width of the circlw to 2  
    draw.stroke_width = 1
    # Set the fill color to 'White (# FFFFFF)' 
    draw.fill_color = Color('white') 
  
    # Invoke Circle function with center at 50, 50 and radius 25 
    draw.circle((200, 200), # Center point 
                (100, 100)) # Perimeter point 
    # Set the font style 
    draw.font = '../Helvetica.ttf'
    # Set the font size  
    draw.font_size = 30
      
    with Image(width = 400, height = 400, background = Color('# 45ff33')) as pic:
        # Set the text and its location 
        draw.text(int(pic.width / 3), int(pic.height / 2), 'GeeksForGeeks !') 
        # Draw the picture 
        draw(pic) 
        # Invoke wavelet_denoise function with threshold as 20 
        # softness as 10 
        pic.wavelet_denoise(20, 10) 
        # Save the image  
        pic.save(filename ='wavelet_denoise2.jpg')

输出:




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注:本文由纯净天空筛选整理自sarthak_ishu11大神的英文原创作品 Wand wavelet_denoise() function – Python。非经特殊声明,原始代码版权归原作者所有,本译文未经允许或授权,请勿转载或复制。