Enlist fundamental steps involved in image processing with block diagram.
[3 marks]Explain Human Visual system in detail with necessary sketch.
[4 marks]Explain Histogram equalization with necessary equations.
[7 marks]Explain Geotagged Images.
[3 marks]Explain warping of images with python programming or pseudo code.
[4 marks]Explain Scale Invariant Feature Transform.
[7 marks]Explain Homomorphic Filtering in brief.
[7 marks]Write a note on Pinhole camera.
[3 marks]Write down python code of plotting an image with a few points and a line.
[4 marks]Write a short note on Epipolar geometry in detail.
[7 marks]Explain K – Means clustering in brief.
[3 marks]Explain 3D reconstruction in brief.
[4 marks]Write a short note on stereo images.
[7 marks]Write a note on RANSAC.
[3 marks]Explain below terms in the context of transformations in 2D.
[4 marks]Scaling (ii) Shearing
[ marks]Explain image registration process in detail.
[7 marks]Write a note on Optical Character Recognition(OCR).
[3 marks]Explain K-nearest neighbor classifier.
[4 marks]Discuss Content-based Image Retrieval.
[7 marks]Explain Camera Calibration.
[3 marks]Explain about Indexing images in brief.
[4 marks]What is the significance of Principal Component Analysis (PCA)?explain in detail.
[7 marks]Discuss camera matrix.
[3 marks]Discuss Graph Cut in the context of image segmentation.
[4 marks]Write a note Support Vector Machine(SVM).
[7 marks]