AI for Computer Vision (AD-701) - Important Questions

Define computer vision and explain its significance in modern technology.

Discuss future trends in AI for computer vision and their potential impact.

Describe the concept of linear filtering in image processing.

Define pyramids and wavelets and their role in image processing.

What are geometric transformations? List common types.

Illustrate the process of edge detection using neighborhood operators.

Explain how active contours are used in image segmentation.

What is the mean shift algorithm and how is it applied in computer vision?

Explain the concept of normalized cuts and its advantages.

How do energy-based methods contribute to feature detection?

Compare triangulation methods and their applications in 3D reconstruction.

How can image-based rendering be applied in virtual reality?

Compare and contrast view interpolation and layered depth images.

Explain the process of video-based rendering and its significance.

Analyze the techniques for category recognition and their applications.

How do recognition databases aid in improving computer vision algorithms?