Explain Bayes classifier with the help of a suitable example. Also discuss its properties.

Explain agglomerative hierarchical clustering and its types with the help of a suitable example.

Perform partitional clustering using Frogy's method for the data given in the table below with k-2 (two clusters). Use first two sample points (3,3) and (6,8) as seed points.

Explain K-means clustering methods with the help of a suitable example. Also, discuss the advantages and disadvantages of k-means clustering methods.

What is camera calibration? Explain how it helps to estimate the intrinsic and extrinsic parameters of a camera.

Explain epipolar geometry with the help of a suitable diagram in stereo vision system.

Explain optical flow, in context of motion perception in computer vision.

Transform the RGB cube by its CMY cube. Label all the vertices. Also, interpret the colours at the edges with respect to saturation.

Explain Mean Filters, and Median Filter with the help of a suitable example for each.

i) Ideal High Pass Filters (ILPF) () Butterworth High Pass Filters (BLPF)   (iii) Gaussian High  Pass filters (GLPF)

 Explain the following Image Sharpening Filter(s):

Explain the following Smoothing Filter(s):

(i) Ideal Low Pass Filters (ILPF) (ii) Butterworth Low Pass Filters (BLPF) (iii) Gaussian Low Pass filters (GLPF)

Explain how image enhancement is better in the frequency domain as compared to spatial domain.

Solve the following problems:

a. What is the storage requirement for a 2024 x 2024, 24-bit colour image?

b. Calculate pixel resolution of a camera in mega pixels, capturing an image of dimension: 3000 X 4000

c. Given an image is a gray scale image with aspect ratio of 8:2 and pixel resolution of 1000000 pixels, calculate the dimensions and the size of the image.

If the physical size of a medical image is 4 × 4 inches and the sampling resolution is 5 cycles/mm, then how many pixels per cycle are required to have a better-quality image? Will an image of size 512 × 512 be enough?

What is image acquisition? Explain Optical, Analog and Digital image processing in brief.

If you want to start a chicken dressing cum product processing plant where daily 400 birds will be processed, what will be the cost of your project?

Explain the types of capital required for a business and resources of finances.

Describe any five marketing channels for meat animals and meat products.