Homography Calculation

[Final Year Project] FPGA based Image Mosaicing using AI (log #7)

 

Homography

Homography gives the relation between the similar keypoints in the two images.

Feature Matching using Brute Force Matcher

[Final Year Project] FPGA based Image Mosaicing using AI (log #6)

 

Sift Descriptors

Each Keypoint extracted using the SIFT algorithm is represented using a 128-dimensional vector known as the descriptor vector.

Feature Extraction using SIFT

[Final Year Project] FPGA based Image Mosaicing using AI (log #5)

What are Image Features?

Image features are a set of points in an image that can be distinctively identified even if the image undergoes certain modifications such as –

Stitching images using the conventional method

[Final Year Project] FPGA based Image Mosaicing using AI (log #4)

Stitching images using the general approach involves the following steps –

[Final Year Project] FPGA based Image Mosaicing using AI (log #2)

Getting started with the installations!