Chapter 3 Intensity Transformation and Spatial Filtering Part

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Chapter 3 Intensity Transformation and Spatial Filtering Part 1: Intensity Transformation

Chapter 3 Intensity Transformation and Spatial Filtering Part 1: Intensity Transformation

3. 1 Background • 3. 1. 1 Intensity Transform – g[x, y]=T[f[x, y]], T

3. 1 Background • 3. 1. 1 Intensity Transform – g[x, y]=T[f[x, y]], T is a unary function • 3. 1. 2 Spatial Filtering

3. 1. 2 Spatial Filtering * 5 *0 5 *-1 4 *0 4 *-1

3. 1. 2 Spatial Filtering * 5 *0 5 *-1 4 *0 4 *-1 7 *5 4 *-1 4 *0 4 *-1 3 *0 # 0 -1 5 -1 0

3. 1. 2 Spatial Filtering

3. 1. 2 Spatial Filtering

Image Enhancement • Enhancement is the process of manipulating an image so that the

Image Enhancement • Enhancement is the process of manipulating an image so that the result is more suitable than the original for specific application.

3. 2 Some Basic Intensity Transform Functions

3. 2 Some Basic Intensity Transform Functions

3. 2 Some Basic Intensity Transform Functions • 3. 2. 1 Image Negative s

3. 2 Some Basic Intensity Transform Functions • 3. 2. 1 Image Negative s = L-1 -r

3. 2. 2 Log Transformations s = c log(1+r), r >=0

3. 2. 2 Log Transformations s = c log(1+r), r >=0

3. 2. 2 Power (Gamma) Transformations

3. 2. 2 Power (Gamma) Transformations

3. 2. 2 Power (Gamma) Transformations • [Programming] • How to accelerate?

3. 2. 2 Power (Gamma) Transformations • [Programming] • How to accelerate?

3. 2. 2 Power (Gamma) Transformations

3. 2. 2 Power (Gamma) Transformations

3. 2. 2 Power (Gamma) Transformations

3. 2. 2 Power (Gamma) Transformations

3. 2. 3 Power (Gamma) Transformations

3. 2. 3 Power (Gamma) Transformations

3. 2. 4 Piecewise-Linear Transformation Functions I -Contrast stretching

3. 2. 4 Piecewise-Linear Transformation Functions I -Contrast stretching

Thresholding

Thresholding

3. 2. 4 Piecewise-Linear Transformation Functions II: Intensity-level slicing

3. 2. 4 Piecewise-Linear Transformation Functions II: Intensity-level slicing

3. 2. 4 Piecewise-Linear Transformation Functions II: Intensity-level slicing

3. 2. 4 Piecewise-Linear Transformation Functions II: Intensity-level slicing

3. 2. 4 Piecewise-Linear Transformation Functions III: Bit-plane slicing

3. 2. 4 Piecewise-Linear Transformation Functions III: Bit-plane slicing

3. 2. 4 Piecewise-Linear Transformation Functions II: Bit-plane slicing

3. 2. 4 Piecewise-Linear Transformation Functions II: Bit-plane slicing

Bit-plane slicing • [Programming]

Bit-plane slicing • [Programming]

Bit-plane slicing • [Draw the bit-plane slicing function curve]

Bit-plane slicing • [Draw the bit-plane slicing function curve]

3. 2. 4 Piecewise-Linear Transformation Functions II: Bit-plane slicing

3. 2. 4 Piecewise-Linear Transformation Functions II: Bit-plane slicing

3. 2. 4 Brightness Transformation Basic g[x, y] = f[x, y]+c g[x, y] =

3. 2. 4 Brightness Transformation Basic g[x, y] = f[x, y]+c g[x, y] = k f[x, y] Saturation Operation g[x, y] = S(f[x, y]+c) g[x, y] = S(k f[x, y]) [Graph & Programming]

Lecture 2 Intensity Transformation and Spatial Filtering SpatialLecture 2 Intensity Transformation and Spatial Filtering Spatial
Lecture 2 Intensity Transformation and Spatial Filtering SpatialLecture 2 Intensity Transformation and Spatial Filtering Spatial
Lecture 2 Intensity Transformation and Spatial Filtering SpatialLecture 2 Intensity Transformation and Spatial Filtering Spatial
Lecture 2 Intensity Transformation and Spatial Filtering SpatialLecture 2 Intensity Transformation and Spatial Filtering Spatial
Lecture 2 Intensity Transformation and Spatial Filtering SpatialLecture 2 Intensity Transformation and Spatial Filtering Spatial
Intensity Transformation Spatial Filtering The term spatial domainIntensity Transformation Spatial Filtering The term spatial domain
Intensity Transformations and Spatial Filtering Basics of IntensityIntensity Transformations and Spatial Filtering Basics of Intensity
Morphological Filtering Spatial Filtering Morphological Filtering Morphological operatorsMorphological Filtering Spatial Filtering Morphological Filtering Morphological operators
Spatial Filtering Spatial Filtering Methods or Mask ProcessingSpatial Filtering Spatial Filtering Methods or Mask Processing
Filtering in the Spatial Domain Filtering the spatialFiltering in the Spatial Domain Filtering the spatial
SPATIAL FILTERING SPATIAL FILTERING Linear Filters Lowpass FiltersSPATIAL FILTERING SPATIAL FILTERING Linear Filters Lowpass Filters
Intensity Intensity Level and Intensity Spectrum Level TheIntensity Intensity Level and Intensity Spectrum Level The
Chapter 3 Intensity Transformations and Spatial Filtering TheChapter 3 Intensity Transformations and Spatial Filtering The
Lab 7 Filtering What is filtering Filtering isLab 7 Filtering What is filtering Filtering is
Filtering What Is Filtering Filtering is spectral shapingFiltering What Is Filtering Filtering is spectral shaping
Spatial Filtering Chapter 3 cont Fundementals of SpatialSpatial Filtering Chapter 3 cont Fundementals of Spatial
Transformation and perfection Part 1 Transformation 1 TransformationTransformation and perfection Part 1 Transformation 1 Transformation
Image Processing Ch 3 Intensity Transformation and spatialImage Processing Ch 3 Intensity Transformation and spatial
Image Processing Ch 3 Intensity Transformation and spatialImage Processing Ch 3 Intensity Transformation and spatial
Image Processing Ch 3 Intensity Transformation and spatialImage Processing Ch 3 Intensity Transformation and spatial
Chapter 3 Spatial Interaction Spatial Behavior Spatial interactionChapter 3 Spatial Interaction Spatial Behavior Spatial interaction
Chapter 3 Spatial Interaction Spatial Behavior Spatial interactionChapter 3 Spatial Interaction Spatial Behavior Spatial interaction