Here you can download the Engineering Mathematics 1 VTU Notes PDF – M1 Notes of as per VTU Syllabus. Below we have list all the links as per the modules.
Image Processing VTU Notes PDF – IP PDF VTU Of Total Units
Please find the download links of Image Processing VTU Notes PDF – IP PDF VTU are listed below:
PART – A
UNIT – 1
DIGITAL IMAGE FUNDAMENTALS: What is Digital Image Processing. fundamental Steps in Digital Image Processing, Components of an Image processing system, elements of Visual Perception.
UNIT – 2
Image Sensing and Acquisition, Image Sampling and Quantization, some basic Relationships between Pixels, Linear and Nonlinear Operations.
UNIT – 3
IMAGE TRANSFORMS Two-dimensional orthogonal & unitary transforms, properties of unitary transforms, two dimensional discrete Fourier transform.
UNIT – 4
Discrete cosine transform, a sine transform, Hadamard transform Haar transform, Slant transform, KL transform.
PART – B
UNIT – 5
IMAGE ENHANCEMENT: Image Enhancement in the Spatial domain, some basic Gray Level Transformations, Histogram Processing, Enhancement Using Arithmetic/Logic Operations.
UNIT – 6
Basics of Spatial Filtering Image enhancement in the Frequency Domain filters, Smoothing Frequency Domain filters, Sharpening Frequency Domain filters, homomorphic filtering.
UNIT – 7
Model of image degradation/restoration process, noise models, Restoration in the Presence of Noise, Only-Spatial Filtering Periodic Noise Reduction by Frequency Domain Filtering, Linear Position-Invariant Degradations, inverse filtering, minimum mean square error (Weiner) Filtering
UNIT – 8
Color Fundamentals. Color Models, Pseudocolor Image Processing., processing basics of full-color image processing