CSVTU BE VII Semester Electrical Engineering Digital Image Processing Syllabus

CSVTU BE VII Semester Electrical EE Digital Image Processing Syllabus

Chhattisgarh Swami Vivekanand Technical University, Bhilai

Semester: 7th Branch: Electrical Engg.

Subject: Digital Image Processing

 UNIT I: Fundamentals of Image Processing, Origins of Digital Image Processing, Examples of fields that use Digital Image Processing, Fundamental steps, Components, Elements of Visual Perception, Light and the Electromagnetic Spectrum, Sensing and Acquisition, Sampling and Quantization Relationship between Pixels.

UNIT II: Image Enhancement in the Spatial Domain

Gray Level Transformation, Histogram Processing, Enhancement using Arithmetic or Logic

Operation, Basics of Spatial Filtering, Smoothing Spatial Filters, Sharpening Spatial Filters, Image

Enhancement in the Frequency Domain, Introduction to the Fourier Transform, Smoothing frequency

– Domain Filters, Sharpening Frequency Domain Filters.

UNIT III: Image Restoration

Models of Image Degradation, Noise Models, Restoration in the presence of Noise, Periodic Noise

Reduction, Linear, Position-Invariant Degradations, Inverse Filtering.

UNIT IV: Colour Image Processing

Fundamentals, Colour models, Pseudocolour Image Processing, Basics of Full-Colour Image

Processing, Colour Transformations, Smoothening and Sharpening, Colour segmentation, Noise in

Colour Images.

UNIT V: Image Compression

Fundamentals, Image Compression Models, Elements of Information Theory, Error Free

compression, Lossy Compression, Image Compression Standards.

Text Book:

1. Digital Image Processing by Rafael E. Gonzalez & Richard E. Woods, LPE, Pearson Edu.

India.

2. Fundamentals of Digital Image Processing by Anil. K. Jain, LPE, Pearson Edu. India.

Reference Books:

1. Digital

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