Computer Vision Introductory Course 


Lesson 
Lesson Subject 
pdf file 

1 
Introduction 
Lesson 1 

2 
Image Processing Introduction 
Lesson 2 

3 
Signal and System Introduction 
Lesson 3 

4 
History of Photography 
Lesson 4 

5 
Applications and Usage 
Lesson 5 

6 
Concept of Dimensions 
Lesson 6 

7 
Image Formation on Camera 
Lesson 7 

8 
Camera Mechanism 
Lesson 8 

9 
Concept of Pixel 
Lesson 9 

10 
Perspective Transformation 
Lesson 10 

11 
Concept of Bits Per Pixel 
Lesson 11 

12 
Types of Images 
Lesson 12 

13 
Color Codes Conversion 
Lesson 13 

14 
Grayscale to RGB Conversion 
Lesson 14 

15 
Concept of Sampling 
Lesson 15 

16 
Pixel Resolution 
Lesson 16 

17 
Concept of Zooming 
Lesson 17 

18 
Zooming methods 
Lesson 18 

19 
Spatial Resolution 
Lesson 19 

20 
Pixels Dots and Lines per inch 
Lesson 20 

21 
Gray Level Resolution 
Lesson 21 

22 
Concept of Quantization 
Lesson 22 

23 
ISO Preference curves 
Lesson 23 

24 
Concept of Dithering 
Lesson 24 

25 
Histograms Introduction 
Lesson 25 

26 
Brightness and Contrast 
Lesson 26 

27 
Image Transformations 
Lesson 27 

28 
Histogram Sliding 
Lesson 28 

29 
Histogram Stretching 
Lesson 29 

30 
Introduction to Probability 
Lesson 30 

31 
Histogram Equalization 
Lesson 31 

32 
Gray Level Transformations 
Lesson 32 

33 
Concept of convolution 
Lesson 33 

34 
Concept of Masks 
Lesson 34 

35 
Concept of Blurring 
Lesson 35 

36 
Concept of Edge Detection 
Lesson 36 

37 
Prewitt Operator 
Lesson 37 

38 
Sobel operator 
Lesson 38 

39 
Robinson Compass Mask 
Lesson 39 

40 
Krisch Compass Mask 
Lesson 40 

41 
Laplacian Operator 
Lesson 41 

42 
Frequency Domain Analysis 
Lesson 42 

43 
Fourier series and Transform 
Lesson 43 

44 
Convolution theorm 
Lesson 44 

45 
High Pass vs Low Pass Filters 
Lesson 45 

46 
Introduction to Color Spaces 
Lesson 46 

47 
JPEG compression 
Lesson 47 

48 
Optical Character Recognition 
Lesson 48 

49 
Computer Vision and Graphics Applications 
Lesson 49 

Stimated Required time for this course is: 30 hours 