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- Digital Image Fundamentals & Image Transforms: Digital Image 7 fundamentals, Sampling and quantization, Relation ship between pixels. Hadamard Transform, Discrete Cosine Transform. Haar transform, Slant transform, Hotelling transformImage Transforms: 2-D FFT, Properties, Walsh transform.
- Image Enhancement (Spatial Domain): Introduction, Image Enhancement in spatial domain, enhancement through point operation. linear and non – linear gray level transformation, local or neighborhood operation, types of point operation, histogram manipulation, median ﬁlter, spatial domain high-pass filtering.
- Image Enhancement (Frequency Domain):Filtering in frequency domain, Generating filters directly in the frequencydomain, obtaining frequency» domain ﬁlters from spatial ﬁlters, Low pass (smoothing) and High pass (sharpening) Filters in Frequency Domain.
- Image Restoration: Degradation model, Algebraic approach to restoration, Constrained Least Squares Restoration, Interactive Restoration. Inverse filtering, least mean square filters.
- Image segmentation: Detection of discontinuities, Thresholding, Edge linking and boundary detection, Region oriented segmentation.
- Image Compression: Redundancies and their removal methods. Source encoder and decoder, Error free compress ion, Lossy compression,Fidelity criteria. Image compression models, JPEG 2000 Standards.
- Wavelet based Image processing: Introduction to Wavelet Transform, Continuous Wavelet Transform, Wavelet Transform, Filter banks, Wavelet based image compression, Discrete Wavelet based denoising and wavelet thresholding methods.
- Morphological Image processing: Dilation and Erosion: Dilation, Structuring Element Decomposition, The Strel function, Erosion. Combining Dilation and Erosion: the hit or miss Transformation, Overview of DigitalOpening and closing, Image Watermarking Methods.
- Digital Image Processing – Rafael C. Gonzalez, Richard E. Woods, 3 edition. Pearson, 2008
- Digital Image Prooessing- S Jayaraman, S Esakkirajan, T Veerakumar- TMH, 2010
- Digital Image Processing using MAT LAB —Rafael C. Gonzalez, Richard E Woods and Steven L. Eddings. 2″“ Edition, TMH. 2010.
- Fundamentals of Digital Image Processing -A.K.Iain , PHI, I989
- Digital Image processing and Computer vision— Somka, Hlavac,Boyle- Cengage learning (Indian edition) 2008.
- Introductory Computer vision Imaging Techniques and Solutions- Adrian low, 2008, 2″“ Edition
- Introduction to Image Processing & Analysis – John C. Russ, I . Christian Russ, CRC Press, 2010.