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Digital Image Processing in Food and Agriculture : Practical examples using MATLAB and Python

Digital Image Processing in Food and Agriculture : Practical examples using MATLAB and Python

by Kotwaliwale, N. et al
 

PRICE: ₹ 3,295.00
DISCOUNT: ₹ 494.25
OUR PRICE: ₹ 2,800.75

  • Year: 2025
  • Paperback/Hardbound: Hardbound
  • ISBN: 9789356517691
  • Language: English
 
 

1. Introduction :
Major Stages of Image Processing, Image generation, Mathematical Representation of Image Generation Process, Processing 
2. Understanding an Image :
Analog Vs. Digital Image, Digital Cameras, Vector and Raster Images, Digital Image Formats, Sampling and Quantization, Types of Images, Introducing the Software Interface 
3. Image Transformation :
Resizing and Cropping, Rotation, Translation and Shear 
4. Image Enhancement :
Image Adjustment, Enhancement of Image Using Linear Filters, Image Transformation in Frequency Domain, Python OpenCV Methods 
5. Image Restoration : 
Matlab Code, Python Code, Median Filter 
6. Image Analysis :
Image Segmentation, Thresholding, Edge Detection, Watershed Segmentation, Matlab code, Python Code, Edge Detection, Python OpenCV Method, Adaptive Thresholding, Contour Detection using Open CV_Python 
7. Morphological operations : 
Dilation, Erosion, Opening, Closing, Other Morphological Operations, Morphological Operations in the ‘Grayscale’ Domain 
Python OpenCV Method 
8. Image Analysis :
Measurements, Other Image Processing Tasks and Techniques 

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