Parallax-tolerant unsupervised deep image stitching

L Nie, C Lin, K Liao, S Liu… - Proceedings of the IEEE …, 2023 - openaccess.thecvf.com
Traditional image stitching approaches tend to leverage increasingly complex geometric
features (point, line, edge, etc.) for better performance. However, these hand-crafted features …

Learning residual elastic warps for image stitching under dirichlet boundary condition

M Kim, Y Lee, WK Han, KH ** - Proceedings of the IEEE …, 2024 - openaccess.thecvf.com
Trendy suggestions for learning-based elastic warps enable the deep image stitchings to
align images exposed to large parallax errors. Despite the remarkable alignments, the …

Deep rotation correction without angle prior

L Nie, C Lin, K Liao, S Liu… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Not everybody can be equipped with professional photography skills and sufficient shooting
time, and there can be some tilts in the captured images occasionally. In this paper, we …

DunHuangStitch: Unsupervised Deep Image Stitching of Dunhuang Murals

Y Mei, L Yang, M Wang, T Yu… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
The digital construction of cultural heritage promotes communication and sharing of digital
cultural resources across time and space. Digital storage serves as the foundation for the …

Seamless-Through-Breaking: Rethinking Image Stitching for Optimal Alignment

KY Chen, A Garg, YS Wang - Proceedings of the Asian …, 2024 - openaccess.thecvf.com
In this paper, we introduce a novel concept called seamless-through-breaking to tackle the
challenges that arise in image stitching. Conventional methods attempt to maintain war** …

An effective unsupervised image stitching method based on improved UDISNet

H Wang, J Zhang, C Dai, H Cheng… - Engineering Research …, 2025 - iopscience.iop.org
Addressing the challenges of artifacts, misalignment, and distortion in complex scenarios,
which arise from difficulties in feature extraction from images, we proposed a novel …

Parallax Image Stitching Based on Optical Flow and Secondary Projection Correction

Z Tian, J Yu - 2024 5th International Conference on Computer …, 2024 - ieeexplore.ieee.org
Parallax image stitching often encounters issues such as misalignment of internal objects
within the images and the presence of artifacts in the stitched images. To address these …

ECCA: An Efficient Channel-and-Coordinate Attention Module for Image Stitching

W Chen, Y Yu, Z Huang, Z Wu - 2023 China Automation …, 2023 - ieeexplore.ieee.org
We propose a simple and effective attention module, called Efficient Channel-and-
Coordinate Attention (ECCA), which can be applied to CNN-based image stitching models …

面向青花瓷碎片图像的 U-Net++ 拼接网络

张海波, 寇姣姣, 杨兴, 海琳琦, 周明全… - 计算机辅助设计与图形学 …, 2024 - jcad.cn
针对现有图像拼接方法存在拼接处伪影以及非重叠区域内容失真, 导致较低的准确性和鲁棒性的
问题, 提出一种基于U-Net++ 消除伪影的青花瓷碎片图像拼接方法. 首先估计待拼接图像单应性 …

[CITACE][C] 基于密集视点插值的实时视频拼接方法

衡玮, 俞健, 达飞鹏 - Acta Optica Sinica, 2023 - **激光杂志社