week-3-Image Sampling and Quantization, Some Basic Relationships between Pixels, An Introduction to the Mathematical Tools Used in Digital Image Processing
Image Sampling and Quantization, Some Basic Relationships between Pixels, An Introduction to the Mathematical Tools Used in Digital Image Processing
Course Material
- week-1-What Is Digital Image Processing? The Origins of Digital Image Processing, Examples of Fields that Use Digital Image Processing
- week-2-Fundamental Steps in Digital Image Processing, Components of an Image Processing System,
- week-3-Image Sampling and Quantization, Some Basic Relationships between Pixels, An Introduction to the Mathematical Tools Used in Digital Image Processing
- week-4-. Intensity Transformations and Spatial Filtering Background, Some Basic Intensity Transformation Functions, Histogram Processing, Fundamentals of Spatial Filtering.
- week-5-Smoothing Spatial Filters, Sharpening Spatial Filters, Combining Spatial Enhancement Methods, Using Fuzzy Techniques for Intensity Transformations and Spatial Filtering.
- week-6-Spatial Frequency, Fourier Theory, the Discrete Fourier Transform, Investigating Spectra.
- week-7-Filtering of Images, Deconvolution.
- Week-8-Mid Paper
- week-9-Color Fundamentals, Color Models.
- week-10-Storage Media, File Formats, The PBM, PGM, PPM Formats, The Portable Network Graphics (PNG) Format.
- week-11-. Segmentation Fundamentals, Point Line and Edge Detection.
- week-12-A Simple Non-contextual Technique: Thresholding, Contextual Techniques, Segmentation using Other Image Properties.
- week-12-. Morphological Image Processing Introduction, Basic Concepts, Fundamental Operations.
- week-13-. Compound Operations, Morphological Filtering, Greyscale Morphology.
- week-14-. Image Compression Introduction, Redundancy, Performance Characterisation, Lossless Compression Techniques, Lossy Compression Techniques, Compression of Moving Images
- week-15-Representation, Boundary Descriptors, Regional Descriptors, Use of Principal Components for Description, Relational Descriptors.
- Chapters 16
- Department CS & IT
- Teacher
Mr. Muhammad Ramzan Malik