[HTML][HTML] Deep learning on image stitching with multi-viewpoint images: A survey
N Yan, Y Mei, L Xu, H Yu, B Sun, Z Wang… - Neural Processing …, 2023 - Springer
Multi-viewpoint image stitching aims to stitch images taken from different viewpoints into
pictures with a broader field of view. The stitched images are subject to artifacts, geometric …
pictures with a broader field of view. The stitched images are subject to artifacts, geometric …
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 …
Deep rectangling for image stitching: A learning baseline
Stitched images provide a wide field-of-view (FoV) but suffer from unpleasant irregular
boundaries. To deal with this problem, existing image rectangling methods devote to …
boundaries. To deal with this problem, existing image rectangling methods devote to …
Depth-aware multi-grid deep homography estimation with contextual correlation
Homography estimation is an important task in computer vision applications, such as image
stitching, video stabilization, and camera calibration. Traditional homography estimation …
stitching, video stabilization, and camera calibration. Traditional homography estimation …
Towards all weather and unobstructed multi-spectral image stitching: Algorithm and benchmark
Image stitching is a fundamental task that requires multiple images from different viewpoints
to generate a wide field-of-viewing~(FOV) scene. Previous methods are developed on RGB …
to generate a wide field-of-viewing~(FOV) scene. Previous methods are developed on RGB …
Image stitching techniques applied to plane or 3-D models: a review
Image stitching is a technique in which multiple overlapping images of the scene are
stitched together to generate an image with a wide view and high resolution. Image stitching …
stitched together to generate an image with a wide view and high resolution. Image stitching …
Stitched wide field of view light field image quality assessment: Benchmark database and objective metric
Y Cui, G Jiang, M Yu, Y Chen… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Due to the limitation of commercial light field camera hardware devices, the imaging field of
view is quite narrow. Numerous Light Field Image (LFI) stitching algorithms have been …
view is quite narrow. Numerous Light Field Image (LFI) stitching algorithms have been …
A comparative analysis of feature detectors and descriptors for image stitching
Image stitching is a technique that is often employed in image processing and computer
vision applications. The feature points in an image provide a significant amount of key …
vision applications. The feature points in an image provide a significant amount of key …
Learning pixel-wise alignment for unsupervised image stitching
Image stitching aims to align a pair of images in the same view. Generating precise
alignment with natural structures is challenging for image stitching, as there is no wider field …
alignment with natural structures is challenging for image stitching, as there is no wider field …
Weakly-supervised stitching network for real-world panoramic image generation
Recently, there has been growing attention on an end-to-end deep learning-based stitching
model. However, the most challenging point in deep learning-based stitching is to obtain …
model. However, the most challenging point in deep learning-based stitching is to obtain …