Performance improvement of image mosaicking using image inpainting
Shivangi Patel, R. Rajasekar, Mohd. Sadim, Nikhila Kathirisetty · 2025
A mosaic is an image created by putting together fragments of tile to create a huge perspective. Image mosaicking is a technique that allows you to see a picture from multiple perspectives more clearly by rearranging a collection of distinct or overlapped sub-frames to create a whole view. The technique of rebuilding the missing area to alter the damaged piece so that the inpainted region is invisible to users who are unfamiliar with the original image is known as image inpainting. The primary focus is on selecting the area to be inpainted in order to enhance the image quality. Finally proposed method is based on patch replacement procedure for panoramic image restoration and re-filling the image with adjacent neighboring pixels. Paper presents scale invariant feature transform (SIFT) for mosaicking and exemplar based technique for image inpainting. The parameters used: Peak signal to noise ratio (PSNR), features detected and computational time.