Digital Image Processing, 2nd ed. www.imageprocessingbook.com © 2002 R. C. Gonzalez & R. E. Woods Chapter 1: Introduction -Produced by Bartlane cable picture.

Slides:



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

Digital Image Processing, 2nd ed. © 2002 R. C. Gonzalez & R. E. Woods Chapter 5 Image Restoration Chapter 5 Image Restoration.
© 2010 Gatesmark, LLC Digital Image Processing Using MATLAB ® 2nd edition Gonzalez, Woods, & Eddins Chapter 11 Representation.
Digital Image Processing, 2nd ed. © 2002 R. C. Gonzalez & R. E. Woods Chapter 1: Introduction.
© 2010 Gatesmark, LLC Digital Image Processing Using MATLAB ® 2nd edition Gonzalez, Woods, & Eddins Chapter 8 Image Compression.
Digital Image Processing, 2nd ed. © 2002 R. C. Gonzalez & R. E. Woods Chapter 11 Representation & Description Chapter 11 Representation.
© 2010 Gatesmark, LLC Digital Image Processing Using MATLAB ® 2nd edition Gonzalez, Woods, & Eddins Chapter 3 Filtering in.
Digital Image Processing, 2nd ed. © 2002 R. C. Gonzalez & R. E. Woods Chapter 7 Wavelets and Multiresolution Processing Chapter.
© 2010 Gatesmark, LLC Digital Image Processing Using MATLAB ® 2nd edition Gonzalez, Woods, & Eddins Chapter 4 Image Restoration.
Digital Image Processing, 2nd ed. © 2002 R. C. Gonzalez & R. E. Woods Chapter 4 Image Enhancement in the Frequency Domain Chapter.
© 2010 Gatesmark, LLC Digital Image Processing Using MATLAB ® 2nd edition Gonzalez, Woods, & Eddins Chapter 10 Image Segmentation.
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. © 2002 R. C. Gonzalez & R. E. Woods Chapter 12 Object Recognition Chapter 12 Object Recognition.
© 2010 Gatesmark, LLC Digital Image Processing Using MATLAB ® 2nd edition Gonzalez, Woods, & Eddins Chapter 9 Morphological.
© 2010 Gatesmark, LLC Digital Image Processing Using MATLAB ® 2nd edition Gonzalez, Woods, & Eddins Chapter 6 Color Image.
Digital Image Processing, 2nd ed. © 2002 R. C. Gonzalez & R. E. Woods Chapter 3 Image Enhancement in the Spatial Domain Chapter.
Elements of Biomedical Image Processing BMI 731 Winter 2005 Kun Huang Department of Biomedical Informatics Ohio State University.
Digital Image Processing, 2nd ed. © 2002 R. C. Gonzalez & R. E. Woods Chapter 3 Image Enhancement in the Spatial Domain Chapter.
© 2010 Gatesmark, LLC Digital Image Processing Using MATLAB ® 2nd edition Gonzalez, Woods, & Eddins Chapter 7 Wavelets.
© 2010 Gatesmark, LLC Digital Image Processing Using MATLAB ® 2nd edition Gonzalez, Woods, & Eddins Chapter 5 Geometric Transformations.
Digital Image Processing, 2nd ed. © 2002 R. C. Gonzalez & R. E. Woods Chapter 10 Image Segmentation Chapter 10 Image Segmentation.
Digital Image Processing, 2nd ed. © 2002 R. C. Gonzalez & R. E. Woods Chapter 4 Image Enhancement in the Frequency Domain Chapter.
Chapter 6 Color Image Processing Chapter 6 Color Image Processing.
© 2010 Gatesmark, LLC Digital Image Processing Using MATLAB ® 2nd edition Gonzalez, Woods, & Eddins Chapter 1 Introduction.
Computer Vision. Computer vision is concerned with the theory and technology for building artificial Computer vision is concerned with the theory and.
Digital Image Processing, 2nd ed. © 2002 R. C. Gonzalez & R. E. Woods Chapter 2: Digital Image Fundamentals.
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 Chapter 5 Image Restoration Chapter 5 Image Restoration.
Digital Image Processing, 2nd ed. © 2002 R. C. Gonzalez & R. E. Woods Chapter 9 Morphological Image Processing Chapter 9 Morphological.
Digital Image Processing, 2nd ed. © 2002 R. C. Gonzalez & R. E. Woods Chapter 8 Image Compression Chapter 8 Image Compression.
Digital Image Processing, 2nd ed. © 2002 R. C. Gonzalez & R. E. Woods Chapter 6 Color Image Processing Chapter 6 Color Image.
Digital Image Processing & Pattern Analysis (CSCE 563) Course Outline & Introduction Prof. Amr Goneid Department of Computer Science & Engineering The.
Digital Image Processing: Introduction. Introduction “One picture is worth more than ten thousand words” Anonymous.
Dr. Engr. Sami ur Rahman Digital Image Processing Lecture 1: Introduction.
Digital Image Processing In The Name Of God Digital Image Processing Lecture1: Introduction M. Ghelich Oghli By: M. Ghelich Oghli
Digital Image Processing, 2nd ed. © 2002 R. C. Gonzalez & R. E. Woods Chapter 8 – Image Compression.
DIGITAL IMAGE PROCESSING
1 Chapter 1: Introduction 1.1 Images and Pictures Human have evolved very precise visual skills: We can identify a face in an instant We can differentiate.
1 © 2010 Cengage Learning Engineering. All Rights Reserved. 1 Introduction to Digital Image Processing with MATLAB ® Asia Edition McAndrew ‧ Wang ‧ Tseng.
Digital Image Processing & Analysis Fall Outline Sampling and Quantization Image Transforms Discrete Cosine Transforms Image Operations Image Restoration.
Digital Image Processing, 3rd ed. © 1992–2008 R. C. Gonzalez & R. E. Woods Gonzalez & Woods Chapter 12 Object Recognition.
Digital Image Processing, 3rd ed. © 1992–2008 R. C. Gonzalez & R. E. Woods Gonzalez & Woods Chapter 9 Morphological Image.
Dr. Engr. Sami ur Rahman Digital Image Processing Lecture 1: Introduction.
Digital Image Processing, 3rd ed. © 1992–2008 R. C. Gonzalez & R. E. Woods Gonzalez & Woods Chapter 7 Wavelets and Multiresolution.
Digital Image Processing, 3rd ed. © 1992–2008 R. C. Gonzalez & R. E. Woods Gonzalez & Woods Chapter 1 Introduction Chapter.
Digital Image Processing, 2nd ed. © 2002 R. C. Gonzalez & R. E. Woods Image Processing Example.
Digital Image Processing, 2nd ed. © 2002 R. C. Gonzalez & R. E. Woods Image Processing Example.
CS654: Digital Image Analysis Lecture 22: Image Restoration - II.
Digital Image Processing SANDHIYA. LOGISTICS OF THE COURSE n Duration –20-22 lectures n Assessment –100% exam –There isn't any coursework or homework.
Digital Image Processing, 2nd ed. © 2002 R. C. Gonzalez & R. E. Woods Chapter 1: Introduction Digital Imaging Chapter 1: Introduction.
8-1 Chapter 8: Image Restoration Image enhancement: Overlook degradation processes, deal with images intuitively Image restoration: Known degradation processes;
Digital Image Processing, 2nd ed. © 2002 R. C. Gonzalez & R. E. Woods Chapter 4 Image Enhancement in the Frequency Domain Chapter.
Chapter 4 Image Enhancement in the Frequency Domain.
Digital Image Processing, 3rd ed. © 1992–2008 R. C. Gonzalez & R. E. Woods Gonzalez & Woods Chapter 2 Digital Image Fundamentals.
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. © 2002 R. C. Gonzalez & R. E. Woods.
Digital Image Processing, 2nd ed. © 2002 R. C. Gonzalez & R. E. Woods Chapter 3 Image Enhancement in the Spatial Domain Chapter.
Lecture Seven Figures from Gonzales and Woods, Digital Image Processing, Copyright 2002.
Digital Image Processing, 3rd ed. © 1992–2008 R. C. Gonzalez & R. E. Woods Gonzalez & Woods Chapter 5 Image Restoration and.
Digital Image Processing: Introduction
Applications of AI Image Processing.
Image Processing Course
Chapter 5 Image Restoration.
Lecture 16 Figures from Gonzalez and Woods, Digital Image Processing, Second Edition, 2002.
Lecture 14 Figures from Gonzalez and Woods, Digital Image Processing, Second Edition, 2002.
Color Image Processing
Digital Image Processing
© 2010 Cengage Learning Engineering. All Rights Reserved.
- Final project of digital signal processing
Presentation transcript:

Digital Image Processing, 2nd ed. © 2002 R. C. Gonzalez & R. E. Woods Chapter 1: Introduction -Produced by Bartlane cable picture transmission systems - Use 5 brightness levels( increased to 15 levels in 929)

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

Digital Image Processing, 2nd ed. © 2002 R. C. Gonzalez & R. E. Woods Image Enhancement Enhancement: Improve the visual quality of the image. Eg. Noise removal using median filtering (from

Digital Image Processing, 2nd ed. © 2002 R. C. Gonzalez & R. E. Woods Image Restoration same as image enhancement, but you have additional information concerning the quality degradation. Example: removing motion blur in an image of a fast moving object. A page from Matlab examples or the matlab site at

Digital Image Processing, 2nd ed. © 2002 R. C. Gonzalez & R. E. Woods Image Processing (cont.) Reconstruction: Reconstruction from projections. Used in constructing 3D data from 2D projections in computer tomography. Image representation using features: –Low level representations using color, texture, shape, motion, etc. –High level features for recognitions; e.g., facial features. Recognition and scene understanding

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