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- To help the students understand different data representation of Computer. Discuss the trades offs between the different image representation and with which representation would you go if you have limited computer resources?Consider the benefits and drawbacks of several image representations and decide which format best suits your needs if your computer's resources are restricted. It is essential to provide technical features and concerns, but to remove reasonsDiscuss the trades offs between the different image representation and with which representation would you go if you have limited computer resources? - Should be contains: 1- Technical factors and considerations 2- Justification
- What is interesting about classical viewing in computer graphics and visulization? Why is it useful and where could it be applied?Explain the concept of ray tracing and rasterization in rendering. How do these techniques differ, and what are their respective advantages and limitations?Compare and contrast Instance and Semantic approach to CNN based image segmentation. Give an example of each approach to the segmentation task.
- Provide two reasons why we are using convolutional layers instead of fully connected layers for image classification.Explain three different image transformation techniques used in Digital Image processing with examples ?Explain, in detail, the Mathematical Morphological terms listed below. Give an example of how each of these operations are used in image processing/analysis applications. i. Erosion-Dilation Duality. ii. Geodesic Dilation. iii. Hit and Miss Transform.
- Demonstrate the effectiveness of histogram equalization as a powerful adaptive contrast enhancement tool using Matlab. a. Compute and display the histogram of a grey-scale image with and without using the built-in functions. b. Equalize the histogram with and without using the built-in functions. c. Construct the histogram equalized image. d. Compare the equalized and original images and histograms.Distinguish between modeling and rendering as used in computer graphics and Explain why perspective transformations are more preferable to paralleltransformations.Image Transformation answers the Example on all the operation