Digital Image Processing, 2nd ed. …staff.fit.ac.cy/com.ke/files/Chapter10-Art.pdf · © 2002 R....

28
1 Digital Image Processing, 2nd ed. Digital Image Processing, 2nd ed. www.imageprocessingbook.com © 2002 R. C. Gonzalez & R. E. Woods Chapter 10 Image Segmentation Chapter 10 Image Segmentation Digital Image Processing, 2nd ed. Digital Image Processing, 2nd ed. www.imageprocessingbook.com © 2002 R. C. Gonzalez & R. E. Woods Chapter 10 Image Segmentation Chapter 10 Image Segmentation

Transcript of Digital Image Processing, 2nd ed. …staff.fit.ac.cy/com.ke/files/Chapter10-Art.pdf · © 2002 R....

Page 1: Digital Image Processing, 2nd ed. …staff.fit.ac.cy/com.ke/files/Chapter10-Art.pdf · © 2002 R. C. Gonzalez & R. E. Woods Chapter 10 Image Segmentation Chapter 10 Image Segmentation.

1

Digital Image Processing, 2nd ed.Digital Image Processing, 2nd ed.www.imageprocessingbook.com

© 2002 R. C. Gonzalez & R. E. Woods

Chapter 10Image Segmentation

Chapter 10Image Segmentation

Digital Image Processing, 2nd ed.Digital Image Processing, 2nd ed.www.imageprocessingbook.com

© 2002 R. C. Gonzalez & R. E. Woods

Chapter 10Image Segmentation

Chapter 10Image Segmentation

Page 2: Digital Image Processing, 2nd ed. …staff.fit.ac.cy/com.ke/files/Chapter10-Art.pdf · © 2002 R. C. Gonzalez & R. E. Woods Chapter 10 Image Segmentation Chapter 10 Image Segmentation.

2

Digital Image Processing, 2nd ed.Digital Image Processing, 2nd ed.www.imageprocessingbook.com

© 2002 R. C. Gonzalez & R. E. Woods

Chapter 10Image Segmentation

Chapter 10Image Segmentation

Digital Image Processing, 2nd ed.Digital Image Processing, 2nd ed.www.imageprocessingbook.com

© 2002 R. C. Gonzalez & R. E. Woods

Chapter 10Image Segmentation

Chapter 10Image Segmentation

Page 3: Digital Image Processing, 2nd ed. …staff.fit.ac.cy/com.ke/files/Chapter10-Art.pdf · © 2002 R. C. Gonzalez & R. E. Woods Chapter 10 Image Segmentation Chapter 10 Image Segmentation.

3

Digital Image Processing, 2nd ed.Digital Image Processing, 2nd ed.www.imageprocessingbook.com

© 2002 R. C. Gonzalez & R. E. Woods

Chapter 10Image Segmentation

Chapter 10Image Segmentation

Digital Image Processing, 2nd ed.Digital Image Processing, 2nd ed.www.imageprocessingbook.com

© 2002 R. C. Gonzalez & R. E. Woods

Chapter 10Image Segmentation

Chapter 10Image Segmentation

Page 4: Digital Image Processing, 2nd ed. …staff.fit.ac.cy/com.ke/files/Chapter10-Art.pdf · © 2002 R. C. Gonzalez & R. E. Woods Chapter 10 Image Segmentation Chapter 10 Image Segmentation.

4

Digital Image Processing, 2nd ed.Digital Image Processing, 2nd ed.www.imageprocessingbook.com

© 2002 R. C. Gonzalez & R. E. Woods

Chapter 10Image Segmentation

Chapter 10Image Segmentation

Digital Image Processing, 2nd ed.Digital Image Processing, 2nd ed.www.imageprocessingbook.com

© 2002 R. C. Gonzalez & R. E. Woods

Chapter 10Image Segmentation

Chapter 10Image Segmentation

Page 5: Digital Image Processing, 2nd ed. …staff.fit.ac.cy/com.ke/files/Chapter10-Art.pdf · © 2002 R. C. Gonzalez & R. E. Woods Chapter 10 Image Segmentation Chapter 10 Image Segmentation.

5

Digital Image Processing, 2nd ed.Digital Image Processing, 2nd ed.www.imageprocessingbook.com

© 2002 R. C. Gonzalez & R. E. Woods

Chapter 10Image Segmentation

Chapter 10Image Segmentation

Digital Image Processing, 2nd ed.Digital Image Processing, 2nd ed.www.imageprocessingbook.com

© 2002 R. C. Gonzalez & R. E. Woods

Chapter 10Image Segmentation

Chapter 10Image Segmentation

Page 6: Digital Image Processing, 2nd ed. …staff.fit.ac.cy/com.ke/files/Chapter10-Art.pdf · © 2002 R. C. Gonzalez & R. E. Woods Chapter 10 Image Segmentation Chapter 10 Image Segmentation.

6

Digital Image Processing, 2nd ed.Digital Image Processing, 2nd ed.www.imageprocessingbook.com

© 2002 R. C. Gonzalez & R. E. Woods

Chapter 10Image Segmentation

Chapter 10Image Segmentation

Digital Image Processing, 2nd ed.Digital Image Processing, 2nd ed.www.imageprocessingbook.com

© 2002 R. C. Gonzalez & R. E. Woods

Chapter 10Image Segmentation

Chapter 10Image Segmentation

Page 7: Digital Image Processing, 2nd ed. …staff.fit.ac.cy/com.ke/files/Chapter10-Art.pdf · © 2002 R. C. Gonzalez & R. E. Woods Chapter 10 Image Segmentation Chapter 10 Image Segmentation.

7

Digital Image Processing, 2nd ed.Digital Image Processing, 2nd ed.www.imageprocessingbook.com

© 2002 R. C. Gonzalez & R. E. Woods

Chapter 10Image Segmentation

Chapter 10Image Segmentation

Digital Image Processing, 2nd ed.Digital Image Processing, 2nd ed.www.imageprocessingbook.com

© 2002 R. C. Gonzalez & R. E. Woods

Chapter 10Image Segmentation

Chapter 10Image Segmentation

Page 8: Digital Image Processing, 2nd ed. …staff.fit.ac.cy/com.ke/files/Chapter10-Art.pdf · © 2002 R. C. Gonzalez & R. E. Woods Chapter 10 Image Segmentation Chapter 10 Image Segmentation.

8

Digital Image Processing, 2nd ed.Digital Image Processing, 2nd ed.www.imageprocessingbook.com

© 2002 R. C. Gonzalez & R. E. Woods

Chapter 10Image Segmentation

Chapter 10Image Segmentation

Digital Image Processing, 2nd ed.Digital Image Processing, 2nd ed.www.imageprocessingbook.com

© 2002 R. C. Gonzalez & R. E. Woods

Chapter 10Image Segmentation

Chapter 10Image Segmentation

Page 9: Digital Image Processing, 2nd ed. …staff.fit.ac.cy/com.ke/files/Chapter10-Art.pdf · © 2002 R. C. Gonzalez & R. E. Woods Chapter 10 Image Segmentation Chapter 10 Image Segmentation.

9

Digital Image Processing, 2nd ed.Digital Image Processing, 2nd ed.www.imageprocessingbook.com

© 2002 R. C. Gonzalez & R. E. Woods

Chapter 10Image Segmentation

Chapter 10Image Segmentation

Digital Image Processing, 2nd ed.Digital Image Processing, 2nd ed.www.imageprocessingbook.com

© 2002 R. C. Gonzalez & R. E. Woods

Chapter 10Image Segmentation

Chapter 10Image Segmentation

Page 10: Digital Image Processing, 2nd ed. …staff.fit.ac.cy/com.ke/files/Chapter10-Art.pdf · © 2002 R. C. Gonzalez & R. E. Woods Chapter 10 Image Segmentation Chapter 10 Image Segmentation.

10

Digital Image Processing, 2nd ed.Digital Image Processing, 2nd ed.www.imageprocessingbook.com

© 2002 R. C. Gonzalez & R. E. Woods

Chapter 10Image Segmentation

Chapter 10Image Segmentation

Digital Image Processing, 2nd ed.Digital Image Processing, 2nd ed.www.imageprocessingbook.com

© 2002 R. C. Gonzalez & R. E. Woods

Chapter 10Image Segmentation

Chapter 10Image Segmentation

Page 11: Digital Image Processing, 2nd ed. …staff.fit.ac.cy/com.ke/files/Chapter10-Art.pdf · © 2002 R. C. Gonzalez & R. E. Woods Chapter 10 Image Segmentation Chapter 10 Image Segmentation.

11

Digital Image Processing, 2nd ed.Digital Image Processing, 2nd ed.www.imageprocessingbook.com

© 2002 R. C. Gonzalez & R. E. Woods

Chapter 10Image Segmentation

Chapter 10Image Segmentation

Digital Image Processing, 2nd ed.Digital Image Processing, 2nd ed.www.imageprocessingbook.com

© 2002 R. C. Gonzalez & R. E. Woods

Chapter 10Image Segmentation

Chapter 10Image Segmentation

Page 12: Digital Image Processing, 2nd ed. …staff.fit.ac.cy/com.ke/files/Chapter10-Art.pdf · © 2002 R. C. Gonzalez & R. E. Woods Chapter 10 Image Segmentation Chapter 10 Image Segmentation.

12

Digital Image Processing, 2nd ed.Digital Image Processing, 2nd ed.www.imageprocessingbook.com

© 2002 R. C. Gonzalez & R. E. Woods

Chapter 10Image Segmentation

Chapter 10Image Segmentation

Digital Image Processing, 2nd ed.Digital Image Processing, 2nd ed.www.imageprocessingbook.com

© 2002 R. C. Gonzalez & R. E. Woods

Chapter 10Image Segmentation

Chapter 10Image Segmentation

Page 13: Digital Image Processing, 2nd ed. …staff.fit.ac.cy/com.ke/files/Chapter10-Art.pdf · © 2002 R. C. Gonzalez & R. E. Woods Chapter 10 Image Segmentation Chapter 10 Image Segmentation.

13

Digital Image Processing, 2nd ed.Digital Image Processing, 2nd ed.www.imageprocessingbook.com

© 2002 R. C. Gonzalez & R. E. Woods

Chapter 10Image Segmentation

Chapter 10Image Segmentation

Digital Image Processing, 2nd ed.Digital Image Processing, 2nd ed.www.imageprocessingbook.com

© 2002 R. C. Gonzalez & R. E. Woods

Chapter 10Image Segmentation

Chapter 10Image Segmentation

Page 14: Digital Image Processing, 2nd ed. …staff.fit.ac.cy/com.ke/files/Chapter10-Art.pdf · © 2002 R. C. Gonzalez & R. E. Woods Chapter 10 Image Segmentation Chapter 10 Image Segmentation.

14

Digital Image Processing, 2nd ed.Digital Image Processing, 2nd ed.www.imageprocessingbook.com

© 2002 R. C. Gonzalez & R. E. Woods

Chapter 10Image Segmentation

Chapter 10Image Segmentation

Digital Image Processing, 2nd ed.Digital Image Processing, 2nd ed.www.imageprocessingbook.com

© 2002 R. C. Gonzalez & R. E. Woods

Chapter 10Image Segmentation

Chapter 10Image Segmentation

Page 15: Digital Image Processing, 2nd ed. …staff.fit.ac.cy/com.ke/files/Chapter10-Art.pdf · © 2002 R. C. Gonzalez & R. E. Woods Chapter 10 Image Segmentation Chapter 10 Image Segmentation.

15

Digital Image Processing, 2nd ed.Digital Image Processing, 2nd ed.www.imageprocessingbook.com

© 2002 R. C. Gonzalez & R. E. Woods

Chapter 10Image Segmentation

Chapter 10Image Segmentation

Digital Image Processing, 2nd ed.Digital Image Processing, 2nd ed.www.imageprocessingbook.com

© 2002 R. C. Gonzalez & R. E. Woods

Chapter 10Image Segmentation

Chapter 10Image Segmentation

Page 16: Digital Image Processing, 2nd ed. …staff.fit.ac.cy/com.ke/files/Chapter10-Art.pdf · © 2002 R. C. Gonzalez & R. E. Woods Chapter 10 Image Segmentation Chapter 10 Image Segmentation.

16

Digital Image Processing, 2nd ed.Digital Image Processing, 2nd ed.www.imageprocessingbook.com

© 2002 R. C. Gonzalez & R. E. Woods

Chapter 10Image Segmentation

Chapter 10Image Segmentation

Digital Image Processing, 2nd ed.Digital Image Processing, 2nd ed.www.imageprocessingbook.com

© 2002 R. C. Gonzalez & R. E. Woods

Chapter 10Image Segmentation

Chapter 10Image Segmentation

Page 17: Digital Image Processing, 2nd ed. …staff.fit.ac.cy/com.ke/files/Chapter10-Art.pdf · © 2002 R. C. Gonzalez & R. E. Woods Chapter 10 Image Segmentation Chapter 10 Image Segmentation.

17

Digital Image Processing, 2nd ed.Digital Image Processing, 2nd ed.www.imageprocessingbook.com

© 2002 R. C. Gonzalez & R. E. Woods

Chapter 10Image Segmentation

Chapter 10Image Segmentation

Digital Image Processing, 2nd ed.Digital Image Processing, 2nd ed.www.imageprocessingbook.com

© 2002 R. C. Gonzalez & R. E. Woods

Chapter 10Image Segmentation

Chapter 10Image Segmentation

Page 18: Digital Image Processing, 2nd ed. …staff.fit.ac.cy/com.ke/files/Chapter10-Art.pdf · © 2002 R. C. Gonzalez & R. E. Woods Chapter 10 Image Segmentation Chapter 10 Image Segmentation.

18

Digital Image Processing, 2nd ed.Digital Image Processing, 2nd ed.www.imageprocessingbook.com

© 2002 R. C. Gonzalez & R. E. Woods

Chapter 10Image Segmentation

Chapter 10Image Segmentation

Digital Image Processing, 2nd ed.Digital Image Processing, 2nd ed.www.imageprocessingbook.com

© 2002 R. C. Gonzalez & R. E. Woods

Chapter 10Image Segmentation

Chapter 10Image Segmentation

Page 19: Digital Image Processing, 2nd ed. …staff.fit.ac.cy/com.ke/files/Chapter10-Art.pdf · © 2002 R. C. Gonzalez & R. E. Woods Chapter 10 Image Segmentation Chapter 10 Image Segmentation.

19

Digital Image Processing, 2nd ed.Digital Image Processing, 2nd ed.www.imageprocessingbook.com

© 2002 R. C. Gonzalez & R. E. Woods

Chapter 10Image Segmentation

Chapter 10Image Segmentation

Digital Image Processing, 2nd ed.Digital Image Processing, 2nd ed.www.imageprocessingbook.com

© 2002 R. C. Gonzalez & R. E. Woods

Chapter 10Image Segmentation

Chapter 10Image Segmentation

Page 20: Digital Image Processing, 2nd ed. …staff.fit.ac.cy/com.ke/files/Chapter10-Art.pdf · © 2002 R. C. Gonzalez & R. E. Woods Chapter 10 Image Segmentation Chapter 10 Image Segmentation.

20

Digital Image Processing, 2nd ed.Digital Image Processing, 2nd ed.www.imageprocessingbook.com

© 2002 R. C. Gonzalez & R. E. Woods

Chapter 10Image Segmentation

Chapter 10Image Segmentation

Digital Image Processing, 2nd ed.Digital Image Processing, 2nd ed.www.imageprocessingbook.com

© 2002 R. C. Gonzalez & R. E. Woods

Chapter 10Image Segmentation

Chapter 10Image Segmentation

Page 21: Digital Image Processing, 2nd ed. …staff.fit.ac.cy/com.ke/files/Chapter10-Art.pdf · © 2002 R. C. Gonzalez & R. E. Woods Chapter 10 Image Segmentation Chapter 10 Image Segmentation.

21

Digital Image Processing, 2nd ed.Digital Image Processing, 2nd ed.www.imageprocessingbook.com

© 2002 R. C. Gonzalez & R. E. Woods

Chapter 10Image Segmentation

Chapter 10Image Segmentation

Digital Image Processing, 2nd ed.Digital Image Processing, 2nd ed.www.imageprocessingbook.com

© 2002 R. C. Gonzalez & R. E. Woods

Chapter 10Image Segmentation

Chapter 10Image Segmentation

Page 22: Digital Image Processing, 2nd ed. …staff.fit.ac.cy/com.ke/files/Chapter10-Art.pdf · © 2002 R. C. Gonzalez & R. E. Woods Chapter 10 Image Segmentation Chapter 10 Image Segmentation.

22

Digital Image Processing, 2nd ed.Digital Image Processing, 2nd ed.www.imageprocessingbook.com

© 2002 R. C. Gonzalez & R. E. Woods

Chapter 10Image Segmentation

Chapter 10Image Segmentation

Digital Image Processing, 2nd ed.Digital Image Processing, 2nd ed.www.imageprocessingbook.com

© 2002 R. C. Gonzalez & R. E. Woods

Chapter 10Image Segmentation

Chapter 10Image Segmentation

Page 23: Digital Image Processing, 2nd ed. …staff.fit.ac.cy/com.ke/files/Chapter10-Art.pdf · © 2002 R. C. Gonzalez & R. E. Woods Chapter 10 Image Segmentation Chapter 10 Image Segmentation.

23

Digital Image Processing, 2nd ed.Digital Image Processing, 2nd ed.www.imageprocessingbook.com

© 2002 R. C. Gonzalez & R. E. Woods

Chapter 10Image Segmentation

Chapter 10Image Segmentation

Digital Image Processing, 2nd ed.Digital Image Processing, 2nd ed.www.imageprocessingbook.com

© 2002 R. C. Gonzalez & R. E. Woods

Chapter 10Image Segmentation

Chapter 10Image Segmentation

Page 24: Digital Image Processing, 2nd ed. …staff.fit.ac.cy/com.ke/files/Chapter10-Art.pdf · © 2002 R. C. Gonzalez & R. E. Woods Chapter 10 Image Segmentation Chapter 10 Image Segmentation.

24

Digital Image Processing, 2nd ed.Digital Image Processing, 2nd ed.www.imageprocessingbook.com

© 2002 R. C. Gonzalez & R. E. Woods

Chapter 10Image Segmentation

Chapter 10Image Segmentation

Digital Image Processing, 2nd ed.Digital Image Processing, 2nd ed.www.imageprocessingbook.com

© 2002 R. C. Gonzalez & R. E. Woods

Chapter 10Image Segmentation

Chapter 10Image Segmentation

Page 25: Digital Image Processing, 2nd ed. …staff.fit.ac.cy/com.ke/files/Chapter10-Art.pdf · © 2002 R. C. Gonzalez & R. E. Woods Chapter 10 Image Segmentation Chapter 10 Image Segmentation.

25

Digital Image Processing, 2nd ed.Digital Image Processing, 2nd ed.www.imageprocessingbook.com

© 2002 R. C. Gonzalez & R. E. Woods

Chapter 10Image Segmentation

Chapter 10Image Segmentation

Digital Image Processing, 2nd ed.Digital Image Processing, 2nd ed.www.imageprocessingbook.com

© 2002 R. C. Gonzalez & R. E. Woods

Chapter 10Image Segmentation

Chapter 10Image Segmentation

Page 26: Digital Image Processing, 2nd ed. …staff.fit.ac.cy/com.ke/files/Chapter10-Art.pdf · © 2002 R. C. Gonzalez & R. E. Woods Chapter 10 Image Segmentation Chapter 10 Image Segmentation.

26

Digital Image Processing, 2nd ed.Digital Image Processing, 2nd ed.www.imageprocessingbook.com

© 2002 R. C. Gonzalez & R. E. Woods

Chapter 10Image Segmentation

Chapter 10Image Segmentation

Digital Image Processing, 2nd ed.Digital Image Processing, 2nd ed.www.imageprocessingbook.com

© 2002 R. C. Gonzalez & R. E. Woods

Chapter 10Image Segmentation

Chapter 10Image Segmentation

Page 27: Digital Image Processing, 2nd ed. …staff.fit.ac.cy/com.ke/files/Chapter10-Art.pdf · © 2002 R. C. Gonzalez & R. E. Woods Chapter 10 Image Segmentation Chapter 10 Image Segmentation.

27

Digital Image Processing, 2nd ed.Digital Image Processing, 2nd ed.www.imageprocessingbook.com

© 2002 R. C. Gonzalez & R. E. Woods

Chapter 10Image Segmentation

Chapter 10Image Segmentation

Digital Image Processing, 2nd ed.Digital Image Processing, 2nd ed.www.imageprocessingbook.com

© 2002 R. C. Gonzalez & R. E. Woods

Chapter 10Image Segmentation

Chapter 10Image Segmentation

Page 28: Digital Image Processing, 2nd ed. …staff.fit.ac.cy/com.ke/files/Chapter10-Art.pdf · © 2002 R. C. Gonzalez & R. E. Woods Chapter 10 Image Segmentation Chapter 10 Image Segmentation.

28

Digital Image Processing, 2nd ed.Digital Image Processing, 2nd ed.www.imageprocessingbook.com

© 2002 R. C. Gonzalez & R. E. Woods

Chapter 10Image Segmentation

Chapter 10Image Segmentation


Image segmentation

Image segmentation

Image Segmentation Longin Jan Latecki CIS 601. Image Segmentation Segmentation divides an image into its constituent regions or objects. Segmentation.

Image Segmentation Longin Jan Latecki CIS 601. Image Segmentation Segmentation divides an image into its constituent regions or objects. Segmentation.

Image Segmentation Image Segmentation: Definitionspages.cs.wisc.edu/~dyer/cs766/slides/segmentation/segment-4up.pdf · “Segmentation is the process of partitioning an image into

Image Segmentation Image Segmentation: Definitionspages.cs.wisc.edu/~dyer/cs766/slides/segmentation/segment-4up.pdf · “Segmentation is the process of partitioning an image into

Image Segmentation Image Segmentation: Definitions Image

Image Segmentation Image Segmentation: Definitions Image

Lec9: Medical Image Segmentation (III) (Fuzzy Connected Image Segmentation)

Lec9: Medical Image Segmentation (III) (Fuzzy Connected Image Segmentation)

image segmentation

image segmentation

IMAGE SEGMENTATION.

IMAGE SEGMENTATION.

Image Segmentation Image segmentation (segmentace obrazu)

Image Segmentation Image segmentation (segmentace obrazu)

What is Image Segmentation? Image Segmentation Methods Thresholding Boundary-based

What is Image Segmentation? Image Segmentation Methods Thresholding Boundary-based

Digital Image Processing, 2nd ed. Chapter …staff.fit.ac.cy/com.ke/files/Chapter05-Art.pdf · 2007. 2. 22. · 1 Digital Image Processing, 2nd ed.Digital Image Processing, 2nd ed.

Digital Image Processing, 2nd ed. Chapter …staff.fit.ac.cy/com.ke/files/Chapter05-Art.pdf · 2007. 2. 22. · 1 Digital Image Processing, 2nd ed.Digital Image Processing, 2nd ed.