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Digital Image Processing, 2nd ed. www.imageprocessingbook.com 002 R. C. Gonzalez & R. E. Woods

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Digital Image Processing, 2nd ed. © 2002 R. C. Gonzalez & R. E. Woods Chapter 3 Image Enhancement in the Spatial Domain Chapter 3 Image Enhancement in the Spatial Domain

TRANSCRIPT

Page 1: Digital Image Processing, 2nd ed. 2002 R. C. Gonzalez R. E. Woods

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

© 2002 R. C. Gonzalez & R. E. Woods

Page 2: Digital Image Processing, 2nd ed. 2002 R. C. Gonzalez R. E. Woods

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

© 2002 R. C. Gonzalez & R. E. Woods

Chapter 3Image Enhancement in the

Spatial Domain

Page 3: Digital Image Processing, 2nd ed. 2002 R. C. Gonzalez R. E. Woods

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

© 2002 R. C. Gonzalez & R. E. Woods

Chapter 3Image Enhancement in the

Spatial Domain

Page 4: Digital Image Processing, 2nd ed. 2002 R. C. Gonzalez R. E. Woods

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

© 2002 R. C. Gonzalez & R. E. Woods

Chapter 3Image Enhancement in the

Spatial Domain

Page 5: Digital Image Processing, 2nd ed. 2002 R. C. Gonzalez R. E. Woods

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

© 2002 R. C. Gonzalez & R. E. Woods

Chapter 3Image Enhancement in the

Spatial Domain

Page 6: Digital Image Processing, 2nd ed. 2002 R. C. Gonzalez R. E. Woods

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

© 2002 R. C. Gonzalez & R. E. Woods

Chapter 3Image Enhancement in the

Spatial Domain

Page 7: Digital Image Processing, 2nd ed. 2002 R. C. Gonzalez R. E. Woods

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

© 2002 R. C. Gonzalez & R. E. Woods

Chapter 3Image Enhancement in the

Spatial Domain

Page 8: Digital Image Processing, 2nd ed. 2002 R. C. Gonzalez R. E. Woods

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

© 2002 R. C. Gonzalez & R. E. Woods

Chapter 3Image Enhancement in the

Spatial Domain

Page 9: Digital Image Processing, 2nd ed. 2002 R. C. Gonzalez R. E. Woods

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

© 2002 R. C. Gonzalez & R. E. Woods

Chapter 3Image Enhancement in the

Spatial Domain

Page 10: Digital Image Processing, 2nd ed. 2002 R. C. Gonzalez R. E. Woods

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

© 2002 R. C. Gonzalez & R. E. Woods

Chapter 3Image Enhancement in the

Spatial Domain

Page 11: Digital Image Processing, 2nd ed. 2002 R. C. Gonzalez R. E. Woods

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

© 2002 R. C. Gonzalez & R. E. Woods

Chapter 3Image Enhancement in the

Spatial Domain

Page 12: Digital Image Processing, 2nd ed. 2002 R. C. Gonzalez R. E. Woods

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

© 2002 R. C. Gonzalez & R. E. Woods

Chapter 3Image Enhancement in the

Spatial Domain

Page 13: Digital Image Processing, 2nd ed. 2002 R. C. Gonzalez R. E. Woods

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

© 2002 R. C. Gonzalez & R. E. Woods

Salt & pepper noise (5 %)

Smoothed by 3x3 window Median filtered by 3x3 window

Page 14: Digital Image Processing, 2nd ed. 2002 R. C. Gonzalez R. E. Woods

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

© 2002 R. C. Gonzalez & R. E. Woods

Chapter 3Image Enhancement in the

Spatial Domain

Page 15: Digital Image Processing, 2nd ed. 2002 R. C. Gonzalez R. E. Woods

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

© 2002 R. C. Gonzalez & R. E. Woods

Chapter 3Image Enhancement in the

Spatial Domain

Page 16: Digital Image Processing, 2nd ed. 2002 R. C. Gonzalez R. E. Woods

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

© 2002 R. C. Gonzalez & R. E. Woods

Chapter 3Image Enhancement in the

Spatial Domain

Page 17: Digital Image Processing, 2nd ed. 2002 R. C. Gonzalez R. E. Woods

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

© 2002 R. C. Gonzalez & R. E. Woods

Chapter 3Image Enhancement in the

Spatial Domain

Page 18: Digital Image Processing, 2nd ed. 2002 R. C. Gonzalez R. E. Woods

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

© 2002 R. C. Gonzalez & R. E. Woods

Chapter 3Image Enhancement in the

Spatial Domain

Page 19: Digital Image Processing, 2nd ed. 2002 R. C. Gonzalez R. E. Woods

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

© 2002 R. C. Gonzalez & R. E. Woods

Chapter 3Image Enhancement in the

Spatial Domain

Page 20: Digital Image Processing, 2nd ed. 2002 R. C. Gonzalez R. E. Woods

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

© 2002 R. C. Gonzalez & R. E. Woods

Chapter 3Image Enhancement in the

Spatial Domain

Page 21: Digital Image Processing, 2nd ed. 2002 R. C. Gonzalez R. E. Woods

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

© 2002 R. C. Gonzalez & R. E. Woods

Chapter 3Image Enhancement in the

Spatial Domain

Page 22: Digital Image Processing, 2nd ed. 2002 R. C. Gonzalez R. E. Woods

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

© 2002 R. C. Gonzalez & R. E. Woods

Chapter 3Image Enhancement in the

Spatial Domain

Page 23: Digital Image Processing, 2nd ed. 2002 R. C. Gonzalez R. E. Woods

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

© 2002 R. C. Gonzalez & R. E. Woods

Chapter 3Image Enhancement in the

Spatial Domain


Digital Image Processing, 3rd ed.fa.bme.sut.ac.ir/Downloads/AcademicStaff/3/Courses/43/P1...Digital Image Processing, 3rd ed. © 1992–2008 R. C. Gonzalez & R. E. Woods Gonzalez &

Chapter 1 and 2 gonzalez and woods

Digital Image Processing, 2nd ed. - Computer Sciencezhu/Capstone2007/DIP-Chapter10-Segmentation...Digital Image Processing, 2nd ed. © 2002 R. C. Gonzalez & R. E. Woods ... Microsoft

Digital Image Processing, 2nd ed. © 2002 R. C. Gonzalez & R. E. Woods 2 Elementos da Percepção Visual Estrutura do olho humano

- University of Evansvillerichardson/courses/EE...Digital Image Processing, 3rd ed. © 1992–2008 R. C. Gonzalez & R. E. Woods Gonzalez & Woods Chapter 5 Image Restoration and

Morphology Gonzalez Woods

› ~richardson › courses › EE...Digital Image Processing, 3rd ed. © 1992–2008 R. C. Gonzalez & R. E. Woods Gonzalez & Woods Chapter 3 Intensity Transformations

Image Processing © 2002 R. C. Gonzalez & R. E. Woods Lecture 4 Image Enhancement in the Frequency Domain Lecture 4 Image Enhancement

Digital Image Processing, 2nd ed. © 2002 R. C. Gonzalez & R. E. Woods Chapter 3 Image Enhancement in the Spatial Domain Chapter

Digital Image Processing, 2nd ed. © 2002 R. C. Gonzalez & R. E. Woods Wavelet Cenni di Jpeg 2000 Livio Tenze [email protected]

Image Processing. Digital Image Processing, 2nd ed. © 2002 R. C. Gonzalez & R. E. Woods Chapter 1 Introduction Chapter 1 Introduction

Digital Image Processing, 2nd ed. www. imageprocessingbook.com © 2001 R. C. Gonzalez & R. E. Woods 1 Objective To provide background material in support

Digital Image Processing Using Matlab - Gonzalez Woods & Eddins

© 2002 R. C. Gonzalez & R. E. Woods - Computer Sciencezhu/Capstone2007/DIP-Chapter... · 3 Digital Image Processing, 2nd ed.Digital Image Processing, 2nd ed. © 2002 R. C. Gonzalez

Images © 2002 R. C. Gonzalez & R. E. Woods Chapter 11 ... · Digital Image Processing Images © 2002 R. C. Gonzalez & R. E. Woods Chapter 11 Representation & Description ... Digital

Chapter 5 Image Restoration - ERNETpkalra/csl783/Restoration2013.pdf · Digital Image Processing, 2nd ed. © 2002 R. C. Gonzalez & R. E. Woods Chapter 5 Image Restoration

Www.imageprocessingbook.com © 2004 R. C. Gonzalez, R. E. Woods, and S. L. Eddins Digital Image Processing Using MATLAB ® Chapter 3 Intensity Transformations

Digital Image Processing, 3rd ed. © 1992–2008 R. C. Gonzalez & R. E. Woods Gonzalez & Woods Chapter 2 Digital Image Fundamentals

Color Image Processing - CSUcsu.unipv.it/wp-content/uploads/2020/01/colour_images.pdf · Digital Image Processing, 3rd ed. © 1992–2008 R. C. Gonzalez & R. E. Woods Gonzalez & Woods

Vetorização Automática de Ortofotospdf.blucher.com.br.s3-sa-east-1.amazonaws.com/designproceedings/... · de imagens digitais. A ... GONZALEZ, R. C.; WOODS, R. E. Processamento

Digital Image Processing, 2nd ed. 2002 R. C. Gonzalez & R. E. Woods Morphological Image Processing Morphological Image Processing INTRUDUCTION TO

Lecture Eight Matlab for spatial filtering and intro to DFTs Figures from Gonzalez and Woods, Digital Image Processing, Copyright 2002, Gonzalez, Woods,

Digital Image Processing --review Material –by Rafael C. Gonzalez and Richard E. Woods

Digital Image Processing, 3rd ed. © 1992–2008 R. C. Gonzalez & R. E. Woods Gonzalez & Woods Chapter 11 Representation and

Digital Image Processing, 2nd ed. © 2002 R. C. Gonzalez & R. E. Woods Melhoramento de Imagens Paulo Sérgio Rodrigues PEL205

Lecture Nine Figures from Gonzalez and Woods, Digital Image Processing, Copyright 2002

Image Processing - CNRpeople.isasi.cnr.it/~c.distante/resources/EI/Fourier.pdfImage Processing © 2002 R. C. Gonzalez & R. E. Woods Background • Any function that periodically repeats

Www.imageprocessingbook.com © 2004 R. C. Gonzalez, R. E. Woods, and S. L. Eddins Digital Image Processing Using MATLAB ® Chapter 2 Fundamentals Chapter

Digital Image Processing, 2nd ed. 2002 R. C. Gonzalez R. E. Woods Chapter 5 Image Restoration Chapter 5 Image Restoration

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

Digital Image Processing, 3rd ed. © 1992–2008 R. C. Gonzalez & R. E. Woods Gonzalez & Woods Chapter 4 Filtering in the Frequency

Chapter 5 Image Restoration - ERNETcse.iitd.ernet.in/~pkalra/col783/Restoration2013.pdf · Digital Image Processing, 2nd ed. © 2002 R. C. Gonzalez & R. E. Woods Chapter 5 Image Restoration

lecture1 2012 2013SGN-3057: Digital Image Processing II Texts • Lecture material (see webpage) • Textbook [1] R. Gonzalez and R. Woods, Digital

Digital Image Processing, 3rd ed. © 1992–2008 R. C. Gonzalez & R. E. Woods Gonzalez & Woods Chapter 1 Introduction Chapter

1-Introduction April4zR. C. Gonzalez, R. E. Woods, „Digital Image Processing,“ 2nd edition, ... Microsoft PowerPoint - 1-Introduction_April4 Author: Aditya Mavlankar Created Date: