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By Sunil Sharma, Naveen Kumar Jain, Suman Sankhla
10 Ratings | 2 Reviews
Unit 1.
Introduction to Image Processing: Digital Image representation, Sampling & Quantization, Steps in image Processing, Image acquisition, color image representation
Unit 2.
Image Transformation & Filtering: Intensity transform functions, histogram processing, Spatial filtering, Fourier transforms and its properties, frequency domain filters, colour models, Pseudo colouring, colour transforms, Basics of Wavelet Transforms
Unit 3.
Image Restoration: Image degradation and restoration process, Noise Models, Noise Filters, degradation function, Inverse Filtering, Homomorphism Filtering
Unit 4.
Image Compression: Coding redundancy, Interpixel redundancy, Psychovisual redundancy, Huffman Coding, Arithmetic coding, Lossy compression techniques, JPEG Compression
Unit 5.
Image Segmentation & Representation: Point, Line and Edge Detection, Thresholding, Edge and Boundary linking, Hough transforms, Region Based Segmentation, Boundary representation, Boundary Descriptors, Regional
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Tej sharma
12 Feb 2016
Nice guidance through theoritical and practical sections. Algorithmic approach for addressing problem is nice.
Navin sharma
15 Feb 2016
This is a completely updated textbook for practitioners. Image enhancement and restoration techniques are well elaborated in the book and the coverage of new topics with computer programming exercises give an insight of practical implementation.