SOTAVerified

Image Stitching

Image Stitching is a process of composing multiple images with narrow but overlapping fields of view to create a larger image with a wider field of view.

Source: Single-Perspective Warps in Natural Image Stitching

( Image credit: Kornia )

Papers

Showing 125 of 105 papers

TitleStatusHype
Deep Rectangling for Image Stitching: A Learning BaselineCode2
Neural Light Spheres for Implicit Image Stitching and View SynthesisCode2
Parallax-Tolerant Unsupervised Deep Image StitchingCode2
Eliminating Warping Shakes for Unsupervised Online Video StitchingCode2
Deep PCB To COCO ConvertorCode2
RecDiffusion: Rectangling for Image Stitching with Diffusion ModelsCode2
StabStitch++: Unsupervised Online Video Stitching with Spatiotemporal Bidirectional WarpsCode2
Multimodal Needle in a Haystack: Benchmarking Long-Context Capability of Multimodal Large Language ModelsCode2
Unsupervised Deep Image Stitching: Reconstructing Stitched Features to ImagesCode1
Parallax-tolerant Image Stitching via Segmentation-guided Multi-homography WarpingCode1
A Sim2Real Deep Learning Approach for the Transformation of Images from Multiple Vehicle-Mounted Cameras to a Semantically Segmented Image in Bird's Eye ViewCode1
Leveraging Local Patch Alignment to Seam-cutting for Large Parallax Image StitchingCode1
Reconstructing the Image Stitching Pipeline: Integrating Fusion and Rectangling into a Unified Inpainting ModelCode1
Towards Robust Image Stitching: An Adaptive Resistance Learning against Compatible AttacksCode1
Unsupervised Homography Estimation on Multimodal Image Pair via Alternating OptimizationCode1
MobileNets: Efficient Convolutional Neural Networks for Mobile Vision ApplicationsCode1
Learning Residual Elastic Warps for Image Stitching under Dirichlet Boundary ConditionCode1
Leveraging Line-Point Consistence To Preserve Structures for Wide Parallax Image StitchingCode1
Geometric Structure Preserving Warp for Natural Image StitchingCode1
Implicit Neural Image StitchingCode1
Depth-Aware Multi-Grid Deep Homography Estimation with Contextual CorrelationCode1
Modification Takes Courage: Seamless Image Stitching via Reference-Driven InpaintingCode1
Kornia: an Open Source Differentiable Computer Vision Library for PyTorchCode1
Object-level Geometric Structure Preserving for Natural Image StitchingCode1
Augmentation Techniques Analysis with Removal of Class Imbalance Using PyTorch for Intel Scene Dataset0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1IF-Net0..5sec10,000Unverified