Thursday, 16 October 2025

PRCV Assignment 3

                   Subject Name: Pattern Recognition and Computer Vision


Subject Code: ML-411T                 Semester: 7th

 

Assignment No. 3

 Submission Date - 7 November 2025, Friday

Bloom’s Taxonomy Levels:  1. Remember  2. Understand  3. Apply  4. Analyze  5. Evaluate 6. Create

 

Q. No.

Question

BTL level

CO

1.

What are the two approaches for blind image restoration? Explain in detail.

1

3

2.

Which is the most frequent method to overcome the difficulty of formulating the spatial relocation of pixels?

1

3

3.

Explain additivity property in Linear Operator?

A.      How is the degradation process modeled?

B.     Explain homogeneity property in Linear Operator?

2

3

4.

Explain the inverse filtering with suitable examples.

1

3

5

Give the relation for degradation model for continuous function?

a. Define circulant matrix?

b. What is the concept of an algebraic approach?

2

3

6.

What is image degradation and restoration? Explain them with examples.

3

3

7.

Write the properties of Singular value Decomposition (SVD)?

4

3

8.

What are the three methods of estimating the degradation function?

1

3

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