Back close

Course Detail

Course Name Image Processing
Course Code 15ECE330
Program B. Tech. in Electronics and Communication Engineering
Year Taught 2019

Syllabus

Unit 1

Review of matrices – Vector spaces – Probability and random variables – Origin of digital image processing: Examples of fields that use digital image processing – Elements of visual perception brightness and contrast – Image sensing and acquisition – Image sampling and quantization – Some basic relationships between pixels. Image Enhancement in spatial domain: Some basic gray level transformations – Histogram processing – Enhancement using arithmetic/logic operations – Basics of spatial filtering – Smoothing and sharpening spatial filters

Unit 2

Image enhancement in frequency domain: Review of sampling and discrete fourier transform – Image enhancement in the frequency domain. Frequency domain filtering: Smoothing – Sharpening – Homomorphic filtering. Color image processing fundamentals: Pseudo color image processing- Basics of full color image processing.

Unit 3

Image Compression: Image compression models – Error free compression- Lossy compression – Applications of image compression. Image transforms: Introduction to transformation used for image processing applications -Cosine – Hadamard – Haar – Sine – KL Transforms and their properties.

Text Books

  1. Rafael C. Gonzalez and Richard E. Woods, “Digital Image Processing”, Third Edition, Pearson Education India, 2009.

Resources

  1. Anil K. Jain, “Fundamentals of digital image processing” Prentice Hall of India Private Limited, 1996.

DISCLAIMER: The appearance of external links on this web site does not constitute endorsement by the School of Biotechnology/Amrita Vishwa Vidyapeetham or the information, products or services contained therein. For other than authorized activities, the Amrita Vishwa Vidyapeetham does not exercise any editorial control over the information you may find at these locations. These links are provided consistent with the stated purpose of this web site.

Admissions Apply Now