Learn · Image Signal Processing

Lecture 41 of 84Week 6

Alternative Forms of 2D

Prof. A. N. Rajagopalan · IIT Madras

Credits and licence

From
Image Signal Processing, IIT Madras (at NPTEL)
Licence
CC BY-NC-SA, as NPTEL states it. Non-commercial use only.
Attribution
NPTEL states: "Distributed under Creative Commons Attribution-ShareAlike / CC BY - NC - SA", beside a BY-NC-SA badge.
Who can watch
Tweens profiles and older. How courses are placed

All the lectures

  1. Course Introduction Video
  2. Applications of Image processing Video
  3. Applications of Image processing (continued) Video
  4. Basics of Images Video
  5. Shot Noise Video
  6. Geometric Transformations Video
  7. Geometric Transformations (continued) Video
  8. Bilinear Interpolation Video
  9. Geometric Transformations (continued) Video
  10. Projective Transformation Video
  11. Homography Video
  12. Homography - Special cases Video
  13. Computing Homography Video
  14. RANSAC Video
  15. Rotational Homography Video
  16. Research Challenges Video
  17. Real Aperture Camera Video
  18. Real aperture camera - Introduction Video
  19. Cricle of confusion Video
  20. Depth of field, Linearity Video
  21. Space-Invariance Video
  22. 2D Convolution Video
  23. 2D Convolution Video
  24. Blur Models Video
  25. Space-variant Blurring Video
  26. Shape from X - Introduction Video
  27. 2-View Stereo Video
  28. Introduction to Shape from Focus Video
  29. SFF Principle Video
  30. Shape from focus - Gaussian fitting Video
  31. Shape from focus- Focus operators Video
  32. Shape from Focus - Examples Video
  33. Shape from Focus - Tensor Voting Video
  34. DFD Principle Video
  35. Motion Blur Video
  36. Image Transforms - Introduction Video
  37. Image Transforms - Motivation Video
  38. 1D Unitary Transforms - Introduction Video
  39. Extending 1D Unitary Transform to 2D - Motivation Video
  40. Extending 1D Unitary Transform to 2D - Example Video
  41. Alternative Forms of 2D Video
  42. Kronecker Product Video
  43. Kronecker Product - (Example Revisited) Video
  44. Extending 1D Unitary Transform to 2D - Summary Video
  45. 1D DFT to 2D DFT Video
  46. 2D DFT Visualization Video
  47. 2D DFT - Computation Video
  48. 1D DCT - Definition, Motivation Video
  49. Relation to DFT Video
  50. 2D DCT and Walsh-Haddamard Transform Video
  51. Data Dependent Transforms, Karhunen Loeve Transform Video
  52. Karhunen-Loeve Transform (KLT) - Concept Video
  53. Karhunen-Loeve Transform (KLT) - Applications Video
  54. Karhunen-Loeve Transform (KLT) - Applications Video
  55. Singular Value Decomposition (SVD) Video
  56. Applications of SVD Video
  57. Change detection Video
  58. Image Thresholding Video
  59. Adaptive Local thresholding - Motivation Video
  60. Chow-Kaneko Local thresholding Video
  61. K-Means Method Video
  62. ISODATA Method Video
  63. Theory of Histogram Equalization and Modification Video
  64. Histogram Equalization example Video
  65. Image sequence and Single image filtering in Gaussian noise Video
  66. Non-local Means Method Video
  67. Non-local Means Filtering (Examples) Video
  68. Impulse Noise Generator Video
  69. Impulse noise filtering Video
  70. Transform Domain Filtering Video
  71. Illumination Handling Video
  72. Applications of Restoration, and Image Deblurring Video
  73. Haddamard's conditions and Least squares solution Video
  74. Min-norm solution and Norm of Linear operator Video
  75. Numerical stability analysis Video
  76. Image Deblurring Video
  77. Tikhonov-Miller Regularization Video
  78. Conditional Mean as an Estimator Video
  79. Linear Estimator Video
  80. Wiener Filter Video
  81. Fourier Wiener Filter Video
  82. 1D Superresolution Video
  83. Superresolution Examples Video
  84. Live Session 16-10-2020 Video