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Digital Image Processing For CS Branch

By Naveen Kumar Jain, Suman Sankhla, Sunil Sharma

10 Ratings | 2 Reviews

Rs. 180

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Specifications of Digital Image Processing For CS Branch

Book Details

  • 978-93-83644-04-9
  • -
  • 2016
  • Paper Back
  • -

Contents

  • Syllabus -  Digital Image Processing

     

     

     

    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

     

     

Reviews of Digital Image Processing For CS Branch

  • 5
    Average Rating Based on 10 ratings
  • 3
  • 0
  • 0
  • 0
  • 0

Tej sharma

12 Feb 2016

Good book for CS Branch

Nice guidance through theoritical and practical sections. Algorithmic approach for addressing problem is nice.

Navin sharma

15 Feb 2016

Good for Digital Image Processing For CS Branch

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.

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