Image Stitching for a United States-Based Company
Challenges A US company needed to stitch together microscopic images for deployment on an Android application.The images had uniform backgrounds and to some extent a uniform foreground too, requiring a robust algorithm to detect edges and stitch connections. Xpertnest’s Solutions Xpertnest developed an automated microscope that generated a grid of partially overlapping images.Created an algorithm that could match the features of neighbouring images whether rotated, scaled, or translated.Used the algorithm to stitch hundreds of overlapped image tiles to create a mosaic image Compute the translation of neighboring images Estimate image overlap and computer camera angle Replace computed translation with high uncertainty with estimated median value Optimize...
