CSVTU BE VIII Semester ET&T Digital Image Processing Syllabus

CSVTU BE VIII Semester ET&T Digital Image Processing Syllabus

Chhattisgarh Swami Vivekanand Technical University, Bhilai

Semester : VII Branch: Electronics & Telecommunication

Subject: Digital Image Processing

Total Theory Periods: 40 Total Tutorial Periods: 12

Total Marks in End Semester Examination: 80

Minimum number of Class tests to be conducted: Two

UNIT – I

Introduction: Digital Image representation, Elements of Digital Image Processing Systems. Elements Of Visual

perception structure of human eye, simple image model, sampling and quantization, basic relationship between pixels,

imaging geometry, photographic film.

UNIT – II

Statistical properties:

Histogram mean, standard deviation, profile different distributions. Image Transform:

One and

two dimensional DFT the discrete cosine transform, Hadamand transform, haar transform, slant transform.

UNIT – III

Image Enhancement:

Spatial and frequency Domain methods point operations, contrast stretching, bit extraction, range

compression, Histogram equalization, modification local enhancement, image smoothing spatial operations, filtering

multispectral, color image processing, Pseudo- color image enhancement.

UNIT – IV

Image restoration: degradation model, Restoration in spatial domain geometric transformation spatial transformation,

approach to restoration, Inverse & Wiener filtering,

image compression:

basics of image compression, models,

elements of information theory, error free compression, lossy compression, image segmentation, line detection, edge

detection, edge linking and boundary detection, thresholding & region oriented segmentation.

UNIT – V

Image Analysis:

boundary extraction, boundary representation, region representation structure shape features, texture,

scene matching and detection.

Application of image processing:

Character recognition, diagram understanding,

medical imaging, scientific analysis, military guidance and reconnaissance remote sensing, telecommunication.

Name of Text Books:

1. Digital Image Processing – Gonzawlez & Woods, Addison Wesley.

2. Digital Image Processing, Madhuri A. Joshi, PHI

Name of Reference Books:

1. Digital Image Processing – Pratt, Wiley International.

2. Digital Image Processing – Said Ahmed, TMH.

3. Digital Image Processing & Analysis – B. Chanda & D. Dutta Majumdar. PHI

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