Digital Image Processing Online Course

NPTEL is offering online course for undergraduate/ postgraduate students in Digital Image Processing.

About the course:

• Digital image processing deals with processing of images which are digital in nature.
• Study of the subject is motivated by three major applications.
• The first application is in improvement of pictorial information for human perception i.e. enhancing the quality of the image so that the image will have a better look.
• The second is for autonomous machine applications which have wider applications in industries, particularly for quality control in assembly automation and many similar applications.
• This course will introduce various image processing techniques, algorithms and their applications.

Course Layout:

• Week 1: Introduction and signal digitization
• Week 2: Pixel relationship
• Week 3: Camera models & imaging geometry
• Week 4: Image interpolation
• Week 5: Image transformation
• Week 6: Image enhancement I
• Week 7: Image enhancement II
• Week 8: Image enhancement III
• Week 9: Image restoration I
• Week 10: Image restoration II & Image registration
• Week 11: Colour image processing
• Week 12: Image segmentation
• Week 13: Morphological image processing
• Week 14: Object representation, description and recognition

Duration: 12 weeks

Enrollment Ends: September 21, 2020

For more details, please visit: https://onlinecourses.nptel.ac.in/noc20_ee75/preview