Description

Image stitching using openCV Projects

Image stitching is one of the most successful applications in Computer Vision.Given a pair of images that share some common region, our goal is to “stitch” them and create a panoramic image scene.

The proposed method, based on Harris corner algorithm.The approach would be to extract key points using an algorithm such as Harris Corners. Then, we could try to match the corresponding key points based on some measure of similarity like Euclidean distance. As we know, corners have one nice property, they are invariant to rotation.

Methods like SIFT and SURF try to address the limitations of corner detection algorithms. Usually, corner detector algorithms use a fixed size kernel to detect regions of interest (corners) on images.Initially, we begin by extracting key points and descriptors from the images.