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Digital Image Processing
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Digital Image Processing
by Prof P K Biswas

digital image processing is the use of computer algorithms to perform image processing on digital images.[1] As a subcategory or field of digital signal processing, digital image processing has many advantages over analog image processing. It allows a much wider range of algorithms to be applied to the input data and can avoid problems such as the ...

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level English
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About This Course

digital image processing is the use of computer algorithms to perform image processing on digital images.[1] As a subcategory or field of digital signal processing, digital image processing has many advantages over analog image processing. It allows a much wider range of algorithms to be applied to the input data and can avoid problems such as the ...

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Course Curriculum
13 Sections | 99 Lecture | 66h 37min total length
Expand all sections
Digital Image Processing

Digital Image Processing

| 38h 27min total length
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    Introduction

    54m <?php echo $alt; ?>
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    Image Digitization I

    54m <?php echo $alt; ?>
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    Image Digitization II

    59m <?php echo $alt; ?>
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    Pixel Relationships

    59m <?php echo $alt; ?>
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    Pixels Relationships II

    54m <?php echo $alt; ?>
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    Basic Transformations

    57m <?php echo $alt; ?>
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    Camera Model and Imaging Geometry

    57m <?php echo $alt; ?>
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    Camera Calibration and Stereo Imaging

    55m <?php echo $alt; ?>
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    Interpolation and Resampling

    57m <?php echo $alt; ?>
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    Image Interpolation - II

    1h 60 min <?php echo $alt; ?>
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    Image Interpolation - I

    59m <?php echo $alt; ?>
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    Image Transformation - II

    56m <?php echo $alt; ?>
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    Fourier Transformation - I

    59m <?php echo $alt; ?>
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    Fourier Transformation - II

    57m <?php echo $alt; ?>
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    Discrete Cosine Transform

    57m <?php echo $alt; ?>
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    K-L Transform

    56m <?php echo $alt; ?>
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    Image Enhancement

    56m <?php echo $alt; ?>
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    Image Enhancement

    58m <?php echo $alt; ?>
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    Image Enhancement

    56m <?php echo $alt; ?>
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    Image Enhancement

    53m <?php echo $alt; ?>
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    Image Enhancement Frequency

    53m <?php echo $alt; ?>
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    Image Restoration - I

    1h 60 min <?php echo $alt; ?>
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    Image Restoration - II

    1h 60 min <?php echo $alt; ?>
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    Image Restoration -III

    58m <?php echo $alt; ?>
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    Image Registration

    58m <?php echo $alt; ?>
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    Colour Image Processing - I

    57m <?php echo $alt; ?>
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    Colour Image Processing - II

    57m <?php echo $alt; ?>
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    Colour Image Processing - III

    59m <?php echo $alt; ?>
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    Image Segmentation - I

    59m <?php echo $alt; ?>
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    Image Segmentation - II

    57m <?php echo $alt; ?>
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    Image Segmentation - III

    57m <?php echo $alt; ?>
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    Image Segmentation - IV

    57m <?php echo $alt; ?>
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    Mathematical Morphology - I

    57m <?php echo $alt; ?>
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    Mathematical Morphology - II

    58m <?php echo $alt; ?>
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    Mathematical Morphology - III

    59m <?php echo $alt; ?>
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    Mathematical Morphology - IV

    58m <?php echo $alt; ?>
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    Object Representation and Description - I

    58m <?php echo $alt; ?>
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    Object Representation and Description - II

    59m <?php echo $alt; ?>
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    Object Representation and Description - III

    57m <?php echo $alt; ?>
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    Object Recognition

    59m <?php echo $alt; ?>
Digital Image Processing

Week 1

| 02h 04min total length
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    Lecture 01 : Introduction to Digital Image Processing

    16m <?php echo $alt; ?>
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    Lecture 02: Application of Digital Image Processing

    36m <?php echo $alt; ?>
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    Lecture 03: Image Digitalization, Sampling Quantization and Display

    32m <?php echo $alt; ?>
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    Lecture 04: Signal Reconstruction from Samples: Convolution Concept

    20m <?php echo $alt; ?>
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    Lecture 05: Signal Reconstruction from Image?

    18m <?php echo $alt; ?>
Digital Image Processing

Week 2

| 02h 16min total length
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    Lecture 06: Quantizer Design

    18m <?php echo $alt; ?>
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    Lecture 07: Relationship between Pixels

    27m <?php echo $alt; ?>
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    Lecture 08: Relationship of Adjacency and Connected Components Labeling

    26m <?php echo $alt; ?>
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    Lecture 09: Application of Distance Measures

    31m <?php echo $alt; ?>
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    Lecture 10: Basic Transform

    31m <?php echo $alt; ?>
Digital Image Processing

Week 3

| 02h 15min total length
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    Lecture 11: Image Formation - I

    39m <?php echo $alt; ?>
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    Lecture 12: Image Formation - II

    22m <?php echo $alt; ?>
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    Lecture 13: Image Geometry - I

    27m <?php echo $alt; ?>
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    Lecture 14: Image Geometry - II

    24m <?php echo $alt; ?>
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    Lecture 15: Stereo Imaging Model - II

    21m <?php echo $alt; ?>
Digital Image Processing

Week 4

| 02h 18min total length
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    Lecture 16: Interpolation and Resampling

    21m <?php echo $alt; ?>
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    Lecture 17 : Interpolation Techniques

    25m <?php echo $alt; ?>
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    Lecture 18: Interpolation with examples - I

    23m <?php echo $alt; ?>
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    Lecture 19: Interpolation with Examples - II

    34m <?php echo $alt; ?>
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    Lecture 20: Image Transformation - I Edit Lesson

    34m <?php echo $alt; ?>
Digital Image Processing

Week 5

| 02h 11min total length
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    Lecture 21: Image Transformation - 2

    31m <?php echo $alt; ?>
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    Lecture 22: Separable Transformation?

    21m <?php echo $alt; ?>
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    Lecture 23: Basis Images

    25m <?php echo $alt; ?>
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    Lecture 24: Fourier Transformation

    32m <?php echo $alt; ?>
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    Lecture 25: Properties of FT

    19m <?php echo $alt; ?>
Digital Image Processing

Week 6

| 02h 11min total length
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    Lecture 26 : FT Result Display - 2

    25m <?php echo $alt; ?>
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    Lecture 27: Rotation Invariance Property

    26m <?php echo $alt; ?>
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    Lecture 28: DCT and Walsh Transform

    34m <?php echo $alt; ?>
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    Lecture 29: Handmard Transformation

    19m <?php echo $alt; ?>
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    Lecture 30 : Histogram Equalization and Specifications

    24m <?php echo $alt; ?>
Digital Image Processing

Week 8

| 02h 06min total length
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    Lecture 36: Histogram Implementation - I

    26m <?php echo $alt; ?>
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    Lecture 37: Histogram Implementation - II

    35m <?php echo $alt; ?>
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    Lecture 38 : Image Enhancement : Mask Processing Techniques - I

    16m <?php echo $alt; ?>
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    Lecture 39 : Image Enhancement : Mask Processing Techniques - II

    28m <?php echo $alt; ?>
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    Lecture 40 : Image Enhancement : Mask Processing Techniques - III

    19m <?php echo $alt; ?>
Digital Image Processing

Week 9

| 02h 35min total length
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    Lecture 41: Frequency Domain Processing Techniques

    19m <?php echo $alt; ?>
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    Lecture 42: Image Restoration Techniques - I

    33m <?php echo $alt; ?>
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    Lecture 43: Image Restoration Techniques - II

    33m <?php echo $alt; ?>
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    Lecture 44: Estimation of Degradation Model and Restoration Techniques - I

    34m <?php echo $alt; ?>
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    Lecture 45: Estimation of Degradation Model and Restoration Techniques - II

    34m <?php echo $alt; ?>
Digital Image Processing

Week 10

| 02h 25min total length
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    Lecture 46 : Other Restoration Techniques - I

    34m <?php echo $alt; ?>
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    Lecture 47 : Other Restoration Techniques - II

    30m <?php echo $alt; ?>
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    Lecture 48 : Image Registration - I

    32m <?php echo $alt; ?>
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    Lecture 49 : Image Registration - II

    23m <?php echo $alt; ?>
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    Lecture 50 : Colour Image Processing : Colour Fundamentals?

    23m <?php echo $alt; ?>
Digital Image Processing

Week 11

| 02h 19min total length
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    Lecture 51: Colour Model

    34m <?php echo $alt; ?>
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    Lecture 52 : Conversion of one color model to another - I

    22m <?php echo $alt; ?>
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    Lecture 53 : Conversion of one color model to another - II

    33m <?php echo $alt; ?>
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    Lecture 54 : Pseudo color image processing

    24m <?php echo $alt; ?>
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    Lecture 55 : Full color image processing?

    24m <?php echo $alt; ?>
Digital Image Processing

Week 7

| 02h 08min total length
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    Lecture 31: KL-transform-2

    28m <?php echo $alt; ?>
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    Lecture 32: Image Enhancement: Point Processing Techniques

    24m <?php echo $alt; ?>
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    Lecture 33: Contrast Stretching Operation

    24m <?php echo $alt; ?>
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    Lecture 34: Histogram Equalization and Specification - I

    24m <?php echo $alt; ?>
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    Lecture 35: Histogram Equalization and Specification - II

    26m <?php echo $alt; ?>
Digital Image Processing

Week 12

| 03h 17min total length
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    Lecture 56 : Different Approaches for Image Segmentation?

    33m <?php echo $alt; ?>
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    Lecture 57 : Image Segmentation : Global Processing (Hough Transform)

    53m <?php echo $alt; ?>
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    Lecture 58 : Region based Segmentation Operation. Thresholding Techniques?

    55m <?php echo $alt; ?>
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    Lecture 59 : Region Splitting and Merging Technique Edit Lesson

    55m <?php echo $alt; ?>
show 10 more sections
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