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Course11710513559 lectures

Digital Image Processing

Prof. Prabir Kumar Biswas · IIT Kharagpur

Start with lecture 1 At NPTEL

Lectures

Week 1

  1. Lecture 01 : Introduction to Digital Image Processing YouTube
  2. Lecture 02: Application of Digital Image Processing YouTube
  3. Lecture 03: Image Digitalisation, Sampling Quantization and Display YouTube
  4. Lecture 04: Signal Reconstruction Form Samples : Convolution Concept YouTube
  5. Lecture 05: Signal Reconstruction from Image YouTube

Week 2

  1. Lecture 06: Quantizer Design YouTube
  2. Lecture 07: Relationship between pixels YouTube
  3. Lecture 08: Relationship of Adjacency and Connected Components Labeling YouTube
  4. Lecture 09: Application of Distance Measures YouTube
  5. Lecture 10: Basic Transform YouTube

Week 3

  1. Lecture 11: Image Formation - I YouTube
  2. Lecture 12: Image Formation - II YouTube
  3. Lecture 13: Image Geometry - I YouTube
  4. Lecture 14: Image Geometry - II YouTube
  5. Lecture 15: Stereo Imaging Model - II YouTube

Week 4

  1. Lecture 16: Interpolation and Resampling YouTube
  2. Lecture 17 : Interpolation Techniques YouTube
  3. Lecture 18: Interpolation with examples - I YouTube
  4. Lecture 19: Interpolation with Examples - II YouTube
  5. Lecture 20: Image Transformation - I YouTube

Week 5

  1. Lecture 21: Image Transformation - 2 YouTube
  2. Lecture 22: Separable Transformation YouTube
  3. Lecture 23: Basis Images YouTube
  4. Lecture 24: Fourier Transformation YouTube
  5. Lecture 25: Properties of FT YouTube

Week 6

  1. Lecture 26 : FT Result Display - 2 YouTube
  2. Lecture 27: Rotation Invariance Property YouTube
  3. Lecture 28: DCT and Walsh Transform YouTube
  4. Lecture 29: Handmard Transformation YouTube
  5. Lecture 30 : Histogram Equalization and Specifications - 1 YouTube

Week 7

  1. Lecture 31: KL-Transform-2 YouTube
  2. Lecture 32: Image Enhancement: Point Processing Techniques YouTube
  3. Lecture 33: Contrast Stretching Operation YouTube
  4. Lecture 34: Histogram Equalization and Specifications - I YouTube
  5. Lecture 35: Histogram Equalization and Specification - II YouTube

Week 8

  1. Lecture 36 : Histogram Implementation - I YouTube
  2. Lecture 37 : Histogram Implementation - II YouTube
  3. Lecture 38 : Image Enhancement : Mask Processing Techniques - I YouTube
  4. Lecture 39 : Image Enhancement : Mask Processing Techniques - II YouTube
  5. Lecture 40 : Image Enhancement : Mask Processing Techniques - III YouTube

Week 9

  1. Lecture 41: Frequency Domain Processing Techniques YouTube
  2. Lecture 42: Image Restoration Techniques - I YouTube
  3. Lecture 43: Image Restoration Techniques - II YouTube
  4. Lecture 44: Estimation of Degradation Model and Restoration Techniques - I YouTube
  5. Lecture 45: Estimation of Degradation Model and Restoration Techniques - II YouTube

Week 10

  1. Lecture 46 : Other Restoration Techniques - I YouTube
  2. Lecture 47 : Other Restoration Techniques - II YouTube
  3. Lecture 48 : Image Registration - I YouTube
  4. Lecture 49 : Image Registration - II YouTube
  5. Lecture 50 : Colour Image Processing : Colour Fundamentals YouTube

Week 11

  1. Lecture 51: Colour Model YouTube
  2. Lecture 52 : Conversion of one color model to another - I YouTube
  3. Lecture 53 : Conversion of one color model to another - II YouTube
  4. Lecture 54 : Pseudo Color Image Processing YouTube
  5. Lecture 55: Full Color Image Processing YouTube

Week 12

  1. Lecture 56 : Different Approaches for Image Segmentation YouTube
  2. Lecture 57 : Image Segmentation : Global Processing (Hough Transform) YouTube
  3. Lecture 58 : Region based Segmentation Operation. Thresholding Techniques YouTube
  4. Lecture 59 : Region Splitting and Merging Technique YouTube

Syllabus and materials

At NPTEL, as the course publishes them.

Credits and licence

Institution
IIT Kharagpur
Department
Electrical Engineering
Teacher
Prof. Prabir Kumar Biswas
Level
Undergraduate
Language
English
Subjects
Engineering
Source
NPTEL
Licence
CC BY-NC-SA, as NPTEL states it. Non-commercial use only. NPTEL's terms
Attribution
NPTEL states: "Distributed under Creative Commons Attribution-ShareAlike / CC BY - NC - SA", beside a BY-NC-SA badge.
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