5 papers
Learning-based Natural Geometric Matching with Homography Prior
Yifang Xu, Tianli Liao, Jing Chen
Geometric matching is a key step in computer vision tasks. Previous learning-based methods for geometric matching concentrate more on improving alignment quality, while we argue th…
Coarse-to-fine Seam Estimation for Image Stitching
Tianli Liao, Jing Chen, Yifang Xu
Seam-cutting and seam-driven techniques have been proven effective for handling imperfect image series in image stitching. Generally, seam-driven is to utilize seam-cutting to find…
Graph-based Hypothesis Generation for Parallax-tolerant Image Stitching
Jing Chen, Nan Li, Tianli Liao
The seam-driven approach has been proven fairly effective for parallax-tolerant image stitching, whose strategy is to search for an invisible seam from finite representative hypoth…
Ratio-Preserving Half-Cylindrical Warps for Natural Image Stitching
Yifang Xu, Jing Chen, Tianli Liao
A novel warp for natural image stitching is proposed that utilizes the property of cylindrical warp and a horizontal pixel selection strategy. The proposed ratio-preserving half-cy…
Single-Perspective Warps in Natural Image Stitching
Tianli Liao, Nan Li
Results of image stitching can be perceptually divided into single-perspective and multiple-perspective. Compared to the multiple-perspective result, the single-perspective result…