CSVTU BE VII Semester IT Digital Image Processing Syllabus

CHHATTISGARH SWAMI VIVEKANAND TECHNICAL UNIVERSITY, BHILAI (C.G.)

Semester: VII Branch: Information Technology

 

Subject: Digital Image Processing

UNIT I: INTRODUCTION:

Image formation model, Spatial & Gray level resolution, Image enhancement in special domain:

Piecewise transformation functions, Histogram equalization, Histogram specification, image averaging,

spatial filters- smoothing and sharpening, Laplacian filter, Canny edge detector.

UNIT II: IMAGE ENHANCEMENT IN FREQUENCY DOMAIN & IMAGE SEGMENTATION:

2D discrete fourier transform & its inverse, filtering in frequency domain, Ideal & Gaussian low pass

filters, High pass filtering, FFT, Line detection, Edge detection, Edge linking & boundary detection,

Thresholding, Region based segmentation.

UNIT III: MORPHOLOGICAL IMAGE PROCESSING:

Logic operations involving binary image, Dialation & Erosion, Opening & Closing, Applications to

Boundary extraction, region filling, connected component extraction.

UNIT IV: IMAGE COMPRESSION:

Coding redundancy- Huffman coding, LZW coding, run length coding, Lossy compression- DCT, JPEG,

MPEG, video compression.

UNIT V: IMAGE REPRESENTATION & 3D:

Boundary descriptors, Shape numbers, Texture, Projective geometry, Correlation based and feature

based stereo correspondence, shape from motion, optical flow.

Name of Text Books:-

1. Ganzalez and Woods, Digital Image Processing, Pearson education.

2. Sonka and Brooks, Image Processing, TSP ltd,

Name of Reference Books:-

1. Jain and Rangachar, Machine Vision, MGH.

2. Schalkoff, Digital Image Processing, John Wiley and sons

 

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