Parallax-tolerant unsupervised deep image stitching
Traditional image stitching approaches tend to leverage increasingly complex geometric
features (point, line, edge, etc.) for better performance. However, these hand-crafted features …
features (point, line, edge, etc.) for better performance. However, these hand-crafted features …
Learning residual elastic warps for image stitching under dirichlet boundary condition
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 …
align images exposed to large parallax errors. Despite the remarkable alignments, the …
Deep rotation correction without angle prior
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 …
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 …
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** …
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 …
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 …
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 …
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 …
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