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
StabStitch++: Unsupervised Online Video Stitching with Spatiotemporal Bidirectional WarpsCode2
Neural Light Spheres for Implicit Image Stitching and View SynthesisCode2
Multimodal Needle in a Haystack: Benchmarking Long-Context Capability of Multimodal Large Language ModelsCode2
RecDiffusion: Rectangling for Image Stitching with Diffusion ModelsCode2
Eliminating Warping Shakes for Unsupervised Online Video StitchingCode2
Parallax-Tolerant Unsupervised Deep Image StitchingCode2
Deep PCB To COCO ConvertorCode2
Deep Rectangling for Image Stitching: A Learning BaselineCode2
Unsupervised Homography Estimation on Multimodal Image Pair via Alternating OptimizationCode1
Modification Takes Courage: Seamless Image Stitching via Reference-Driven InpaintingCode1
Parallax-tolerant Image Stitching via Segmentation-guided Multi-homography WarpingCode1
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
Object-level Geometric Structure Preserving for Natural Image StitchingCode1
Leveraging Local Patch Alignment to Seam-cutting for Large Parallax Image StitchingCode1
Implicit Neural Image StitchingCode1
Learning Residual Elastic Warps for Image Stitching under Dirichlet Boundary ConditionCode1
Geometric Structure Preserving Warp for Natural Image StitchingCode1
Depth-Aware Multi-Grid Deep Homography Estimation with Contextual CorrelationCode1
Unsupervised Deep Image Stitching: Reconstructing Stitched Features to ImagesCode1
Leveraging Line-Point Consistence To Preserve Structures for Wide Parallax Image StitchingCode1
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
Kornia: an Open Source Differentiable Computer Vision Library for PyTorchCode1
MobileNets: Efficient Convolutional Neural Networks for Mobile Vision ApplicationsCode1
AgRowStitch: A High-fidelity Image Stitching Pipeline for Ground-based Agricultural Images0
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Benchmark Results

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