Digital Image Processing Notes pdf
Date: 31st Jan 2023
In these “Digital Image Processing Notes pdf”, we will study the fundamentals of digital image processing, and various image transforms, image restoration techniques, image compression and segmentation used in digital image processing.
We have provided multiple complete Digital Image Processing PDF Notes for any university student of BCA, MCA, B.Sc, B.Tech CSE, M.Tech branch to enhance more knowledge about the subject and to score better marks in the exam. Students can easily make use of all these Digital Image Processing PDF Notes by downloading them.
Topics in our Digital Image Processing Notes PDF
The topics we will cover in these Digital Image Processing Notes PDF will be taken from the following list:
Introduction: Digital Image Fundamentals: Brightness, Adaptation and Discrimination, Light and Electromagnetic Spectrum, Image Sampling and Quantization, Some Basic Relationships between Pixels Types of images.
Spatial Domain Filtering: Some Basic Intensity Transformation Functions, Histogram Equalization, Spatial Correlation and Convolution, Smoothening Spatial Filters: Low pass filters, Order Statistics filters; Sharpening Spatial Filters: Laplacian filter,
Filtering in Frequency Domain: The Discrete Fourier Transformation (DFT), Frequency Domain Filtering: Ideal and Butterworth Low pass and High pass filters, DCT Transform (1D, 2D).
Image Restoration: Image Degradation/Restoration Process, Noise models, Noise Restoration Filters
Image Compression: Fundamentals of Image Compression, Huffman Coding, Run Length Coding, JPEG.
Morphological Image Processing: Erosion, Dilation, Opening, Closing, Hit-or-Miss Transformation, Basic Morphological Algorithms.
Image Segmentation: Point, Line and Edge Detection, Thresholding, Region Based Segmentation.
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Digital Image Processing Reference Books List
We have listed the best Digital Image Processing Reference Books that can help in your Digital Image Processing exam preparation:
- Gonzalez and Woods: Digital Image Processing, Wesley 1992.
- Boyle and Thomas: Computer Vision – A First Gurse 2nd Edition.
- Pakhera Malay K: Digital Image Processing and Pattern Recogination, PHI.
- Trucco & Verri: Introductory Techniques for 3-D Computer Vision.
- Low: Introductory Computer Vision and Image Processing, 1991.
- Jain, Kasturi and Schunk: Machine Vision, McGraw-HiII. 1995
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Author: Delhi University
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