Electronics and Telecommunications Research Institute

The Industry & Academic Cooperation in Chungnam National University

Donghyeon Cho

Gi Mun Um

Hee Kyung Lee

Dae-Young Song

A deep learning-based image stitching method and apparatus are provided. The deep learning-based image stitching method includes receiving a plurality of images including a first image and a second image stitched to the first image, extracting a feature map of the plurality of images, generating a plurality of flow maps indicating movement information of pixels of the plurality of images, based on the feature map, generating a plurality of warping images in which the pixels of the plurality of images are moved, by applying the plurality of flow maps to the plurality of images, respectively, generating a plurality of weight maps for blending the plurality of warping images, based on the feature map, and generating a stitch image in which the first image and the second image are stitched, by blending the plurality of warping images based on the plurality of weight maps.

Growing community of inventors

Daejeon, South Korea

Donghyeon Cho