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Digital Image Processing
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Overview
Digital image processing deals with processing of images which are digital in nature
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Type: Online
This course includes
- 12 weeks long
- Paid Certificate Available
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free
Type: Online
This course includes
- 12 weeks long
- Paid Certificate Available
Taken this course?
Share your experience with other students
Digital Image Processing
Created by -
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Start Date: July 20th 2020
Course Description
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.
INTENDED AUDIENCE: BE/ME/MS/PhDPRE-REQUISITES : Concepts of Digital Signal ProcessingINDUSTRY SUPPORT : Defense labs like DRDO, Space ISRO, TCS
Course Structure
COURSE LAYOUT
Week 1: Introduction and signal digitizationWeek 2: Pixel relationshipWeek 3: Camera models & imaging geometryWeek 4: Image interpolationWeek 5: Image transformationWeek 6: Image enhancement IWeek 7: Image enhancement IIWeek 8: Image enhancement IIIWeek 9: Image restoration IWeek 10: Image restoration II & Image registrationWeek 11: Colour image processingWeek 12: Image segmentationWeek 13: Morphological image processing
Week 14: Object representation ,description and recognition
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About the Instructor
Prof. Prabir Kr. Biswas,Indian Institute of Technology, Kharagpur
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