Practical aspects of Computer Vision — Winter 2025

Explain Frequency domain operations for Image processing.

State different limitations of a pinhole camera and how to overcome these

lEimxpiltaaitnio bnes.l o w spatial domain operations on image.

Contrast Stretching (ii) Gray level slicing Q .2 (a) Define a corner in an Image.

What do you mean by Image Mosaicing?

Explain Scale Invariant Feature Transform.

State any three spatial domain operations employed in image processing. Explain anyone in detail.

Explain Camera Calibration.

Write a short note on affine transform.

Write a short note on homography & also explain direct linear transformation algorithm.

Write a short note on camera matrix.

Write down matrix to obtain rotation and scaling of an image.

Write a short note on Epipolar geometry in detail.

Explain about Stereo Images in brief.

What do you mean by clustering? Also explain K-means clustering.

Explain principle of spectral clustering for image segmentation.

State three types of kernel functions used in SVMs.

Write down any four applications of Content-Based Image Retrieval (CBIR).

Explain k-Nearest Neighbor Classifier.

State whether the following statement is true or false and provide a justification for your answer: "Clustering approach belongs to the supervised learning approach."

Discuss advantages and disadvantages of Content Based Image Retrieval.

What is the significance of Principal Component Analysis (PCA)?Explain In detail.1

Write a note on Optical Character Recognition(OCR).

Discuss advantages and disadvantages of SVMs.

Explain the principle of k-means clustering.