MCA 505.1 Image Processing
Lectures: 4 Periods/Week | Sessional Marks: 30 |
University Exam: 3 Hours | University Examination Marks: 70 |
UNIT-I
Introduction, Image Shape, Human Vision System, Image Acquisition – Intensity Images,
Real Time Capture, Colour Images, Video Camera, Capture, Analogue To Digital
Conversion, Scanners, Character Recognitions Devices, Satellite Imaginary, Ranging
Devices, Calibration, Image Presentation-Raster Screen, Printers (Matrix, Laser, Ink-Jet,
Wax Thermal),Patterns, Dithering, Three-Dimensional Image.
UNIT-II
Statistical Operations-Introduction, Gray-Level Transformations, Histogram Equalization,
Multi-Image Operations, Spatial Operations And Transformations-Introduction, Spatial
Dependent Transformations, Templates And Convolution, Edge Detection, Other Window
Operations, Two-Dimensional Geometric Transformations, Segmentation And Edge
Detection-Introduction, Region Operations, Basic Edge Detection, Second-Order Edge
Detection, Pyramid Edge Detection, Crack Edge Relaxation.
UNIT-III
Morphological And Other Area Operations-Introduction, Basic Morphological Operations,
Opening And Closing Operations, Finding Basic Shapes-Combining Edges, Hough
Transforms, Bresenhams Algorithms; Labeling Lines And Regions-Flat Surface And
Straight Line Labeling, DealingWith Curves, Labeling Regions.
UNIT-IV
Frequency Domain-Introduction, Hartley Transform, Fourier Transform, Optical
Transformation, Power And Autocorrelation Functions; Image Compression-Introduction,
Types And Requirements, Statistical Compression, Spatial Compression, Contour Coding,
Quantizing Compression , Real-Tme Image Transmission, Quadtrees; Texture-Introduction,
Identifying Textures, Texture Gradient, Texture Segmentation.
Text Books
- Introductory Computer Vision And Image Processing – Adrian Low:, MC Graw Hill International Editions
- Digital Image Processing – Gojelez – AddisonWesley.
- B.Chanda, D.Dutta Majunder, “Digital Image Processing”, PHI (2008).