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Swayam Central

Computer Vision

By Prof. Jayanta Mukhopadhyay   |   IIT Kharagpur
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


Learners enrolled: 5055

SUMMARY

Course Status : Ongoing
Course Type : Elective
Duration : 12 weeks
Start Date : 29 Jul 2019
End Date : 18 Oct 2019
Exam Date : 16 Nov 2019
Category :
  • Computer Science and Engineering
  • Level : Undergraduate
    This is an AICTE approved FDP course

    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, 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 centers.
    • The exam is optional for a fee of Rs 1000/- (Rupees one thousand only).
    • Date and Time of Exams: 16th November 2019 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 are being discontinued from July 2019 semester and will not be dispatched.

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