Digital Image Processing

Curriculum

48 Sections
48 Lessons
10 Weeks

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Digital Image Processing Introduction
1
- 2.1
  Digital Image Processing Introduction
Signals and Systems Introduction
1
- 3.1
  Signals and Systems Introduction
History of Photography
1
- 4.1
  History of Photography
Applications and Usage
1
- 5.1
  Applications and Usage
Concept of Dimensions
1
- 6.1
  Concept of Dimensions
Image Formation on Camera
1
- 7.1
  Image Formation on Camera
Camera Mechanism
1
- 8.1
  Camera Mechanism
Concept of Pixel
1
- 9.1
  Concept of Pixel
Perspective Transformation
1
- 10.1
  Perspective Transformation
Concept of Bits Per Pixel
1
- 11.1
  Concept of Bits Per Pixel
Types of Images
1
- 12.1
  Types of Images
Color Codes Conversion
1
- 13.1
  Color Codes Conversion
Grayscale to RGB Conversion
1
- 14.1
  Grayscale to RGB Conversion
Concept of Sampling
1
- 15.1
  Concept of Sampling
Pixel Resolution
1
- 16.1
  Pixel Resolution
Concept of Zooming
1
- 17.1
  Concept of Zooming
Zooming Methods
1
- 18.1
  Zooming Methods
Spatial Resolution
1
- 19.1
  Spatial Resolution
Pixels, Dots and Lines Per Inch
1
- 20.1
  Pixels, Dots and Lines Per Inch
Gray Level Resolution
1
- 21.1
  Gray Level Resolution
Concept of Quantization
1
- 22.1
  Concept of Quantization
ISO preference curves
1
- 23.1
  ISO preference curves
Concept of Dithering
1
- 24.1
  Concept of Dithering
Histograms Introduction
1
- 25.1
  Histograms Introduction
Brightness and Contrast
1
- 26.1
  Brightness and Contrast
Image Transformations
1
- 27.1
  Image Transformations
Histogram Sliding
1
- 28.1
  Histogram Sliding
Histogram stretching
1
- 29.1
  Histogram stretching
Introduction to Probability
1
- 30.1
  Introduction to Probability
Histogram Equalization
1
- 31.1
  Histogram Equalization
Gray Level Transformation
1
- 32.1
  Gray Level Transformation
Concept of Convolution
1
- 33.1
  Concept of Convolution
Concept of Mask
1
- 34.1
  Concept of Mask
Concept of Blurring
1
- 35.1
  Concept of Blurring
Concept of Edge Detection
1
- 36.1
  Concept of Edge Detection
Prewitt Operator
1
- 37.1
  Prewitt Operator
Sobel Operator
1
- 38.1
  Sobel Operator
Robinson Compass Mask
1
- 39.1
  Robinson Compass Mask
Krisch Compass Mask
1
- 40.1
  Krisch Compass Mask
Laplacian Operator
1
- 41.1
  Laplacian Operator
Introduction to Frequency domain
1
- 42.1
  Introduction to Frequency domain
Fourier Series and Transform
1
- 43.1
  Fourier Series and Transform
Convolution Theorem
1
- 44.1
  Convolution Theorem
High Pass vs Low Pass Filters
1
- 45.1
  High Pass vs Low Pass Filters
Introduction to Color Spaces
1
- 46.1
  Introduction to Color Spaces
Introduction to JPEG Compression
1
- 47.1
  Introduction to JPEG Compression
Optical Character Recognition
1
- 48.1
  Optical Character Recognition
Computer Vision and Computer Graphics
1
- 49.1
  Computer Vision and Computer Graphics

Digital Image Processing

Curriculum

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