Computer Vision

By Prof. Jayanta Mukhopadhyay | IIT Kharagpur

Learners enrolled: 5322

ABOUT THE COURSE :

The course will have a comprehensive coverage of theory and computation related to imaging geometry, and scene understanding. It will also provide exposure to clustering, classification and deep learning techniques applied in this area.

INTENDED AUDIENCE : Computer Science and Engineering, Electronics Engineering, Electrical Engineering

PRE-REQUISITES : Liner Algebra, Vector Calculus, Data Structures and Programming

Summary

Course Status :	Completed
Course Type :	Elective
Language for course content :
Duration :	12 weeks
Category :	Computer Science and Engineering Artificial Intelligence Data Science
Credit Points :	3
Level :	Undergraduate
Start Date :	25 Jul 2022
End Date :	14 Oct 2022
Enrollment Ends :	08 Aug 2022
Exam Date :	29 Oct 2022 IST

Note: This exam date is subject to change based on seat availability. You can check final exam date on your hall ticket.

Page Visits

Course layout

Week 1 : Fundamentals of Image processing

Week 2 : 2-D Projective Geometry, homography, and Properties of homography

Week 3 : Camera geometry

Week 4 : Stereo geometry

Week 5 : Stereo geometry

Week 6 : Feature detection and description

Week 7 : Feature matching and model fitting

Week 8 : Color processing

Week 9 : Range image processing

Week 10 : Clustering and classification

Week 11 : Dimensionality reduction and sparse representation

Week 12 : Deep neural architecture and applications

Books and references

1.Multiple View Geometry in Computer Vision: R. Hartley and A. Zisserman, Cambridge University Press. 2.Computer Vision: Algorithms & Applications, R. Szeleski, Springer. 3.Computer vision: A modern approach: Forsyth and Ponce, Pearson.

Instructor bio

Prof. Jayanta Mukhopadhyay

IIT Kharagpur

Prof. Jayanta Mukhopadhyay, Professor in Computer Science and Engineering, IIT Kharagpur, and engaged in teaching and research in this area for about 30 years.

Course certificate

The course is free to enroll and learn from. But if you want a certificate, you have to register and write the proctored exam conducted by us in person at any of the designated exam centres.
The exam is optional for a fee of Rs 1000/- (Rupees one thousand only).
Date and Time of Exams: 29 October 2022 Morning session 9am to 12 noon; Afternoon Session 2pm to 5pm.
Registration url: Announcements will be made when the registration form is open for registrations.
The online registration form has to be filled and the certification exam fee needs to be paid. More details will be made available when the exam registration form is published. If there are any changes, it will be mentioned then.
Please check the form for more details on the cities where the exams will be held, the conditions you agree to when you fill the form etc.

CRITERIA TO GET A CERTIFICATE

Average assignment score = 25% of average of best 8 assignments out of the total 12 assignments given in the course.
Exam score = 75% of the proctored certification exam score out of 100

Final score = Average assignment score + Exam score

YOU WILL BE ELIGIBLE FOR A CERTIFICATE ONLY IF AVERAGE ASSIGNMENT SCORE >=10/25 AND EXAM SCORE >= 30/75. If one of the 2 criteria is not met, you will not get the certificate even if the Final score >= 40/100.

Certificate will have your name, photograph and the score in the final exam with the breakup.It will have the logos of NPTEL and IIT Kharagpur .It will be e-verifiable at nptel.ac.in/noc.

Only the e-certificate will be made available. Hard copies will not be dispatched.

Once again, thanks for your interest in our online courses and certification. Happy learning.

- NPTEL team

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