Digital Image Processing




    Complete Free handbook of Digital Image Processing with diagrams and graphs. App covers notes on Digital Image Processing. The best app in Engineering Education also brings the blog where you can contribute your work and get the research, industry, university News on the subject.

    Digital Image Processing application serves to both engineering students and professionals.

    It provides quick revision and reference to the topics like a detailed flash card. Each topic is complete with diagrams, equations and other forms of graphical representations for easy understanding.

    It covers more than 120 topics of Digital image processing. The topics are divided in 7 units.
    Some of topics Covered in this application are:

    1. Global properties using B-rep model
    2. Compression fundamentals
    3. Lossless data compression
    4. Image restoration
    5. Linear position invariant degradation models
    6. Elements of visual perception
    7. Color perception
    8. Image sampling and quantization
    9. Basic relationship between pixels
    10. Basic geometric transformations
    11. Introduction to Fourier transform and DFT
    12. Fast Fourier transform
    13. Properties of two dimensional Fourier transform
    14. Separable image transforms
    15. Walsh, Hadamard, discrete cosine, Haar and Slant transforms
    16. Spatial domain methods
    17. Grey scale manipulation and histogram equalization
    18. Image subtraction and Image averaging
    19. Spatial filtering on images
    20. Smoothing filters on images
    21. Sharpening filters on images
    22. Derivative filters on images
    23. Laplacian filters on images
    24. Frequency domain
    25. Homomorphic filtering
    26. Image restoration process
    27. Model of image degradation
    28. Noise models
    29. Characteristics of the noise models
    30. Order-Statistics Filters
    31. Adaptive filters - Digital Image Processing
    32. Least-Mean-Square (LMS) Algorithm
    33. Blind Image Restoration and Recognition
    34. Pseudo-Inverse Filtering
    35. Singular value decomposition
    36. Lossless compression
    37. Lossy compression
    38. Lempel-Ziv-Welch (LZW) Compression
    39. Lempel-Ziv-Welch (LZW) decompression
    40. Bit plane coding
    41. Differential Pulse Code Modulation (DPCM)
    42. Image representation
    43. Transform Coding
    44. Wavelet Image Coding
    45. JPEG Compression
    46. MPEG Compression
    47. Basics of Vector quantization
    48. Image Segmentation
    49. Edge Detection
    50. Image thresholding
    51. Region based segmentation
    52. Boundary Representation Models
    53. Data structure of boundary representation models
    54. Vertex-based boundary model
    55. Face-based boundary models
    56. Graph representation
    57. Validity of boundary models
    58. Faceted modelers for some B-rep systems
    59. Two-and-half dimensional drawing
    60. Advantage and disadvantage of boundary representation
    61. Polygonal approximation
    62. Algorithm for closed contours
    63. Solution for closed contours
    64. Heuristic algorithms
    65. Multiple-object polygonal approximation
    66. Optimal algorithms for min-# problem
    67. Iterative reduced search
    68. Boundary Descriptors
    69. Radial Distance Measures
    70. Linear Discriminant Analysis
    71. Reduced search algorithm
    72. The Hough transform
    73. Edge detection techniques
    74. Laplacian of Gaussian
    75. Canny - Edge Detection Algorithm
    76. Fundamentals of color
    77. The RGB Color Model
    78. Additive vs. Subtractive Color Models
    79. Interactive Specification of Color
    80. Colour Image Processing
    81. CIE primaries
    82. The HSI Model
    83. The YIQ Model
    84. Transferring Color to Greyscale Images
    85. Basics of Full-Colour Image Processing
    86. Colour Slicing
    87. Tone and Colour Corrections
    88. Intensity slicing
    89. Intensity to color transformation
    90. Morphological Image Processing
    91. Dilating an Image
    92. Structuring Elements
    93. Structuring Element Decomposition

    All topics are not listed because of character limitations set by the Play Store.

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