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

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 1–50 of 105 papers

TitleStatusHype
RecDiffusion: Rectangling for Image Stitching with Diffusion ModelsCode2
Deep Rectangling for Image Stitching: A Learning BaselineCode2
Deep PCB To COCO ConvertorCode2
Eliminating Warping Shakes for Unsupervised Online Video StitchingCode2
Parallax-Tolerant Unsupervised Deep Image StitchingCode2
Neural Light Spheres for Implicit Image Stitching and View SynthesisCode2
StabStitch++: Unsupervised Online Video Stitching with Spatiotemporal Bidirectional WarpsCode2
Multimodal Needle in a Haystack: Benchmarking Long-Context Capability of Multimodal Large Language ModelsCode2
Geometric Structure Preserving Warp for Natural Image StitchingCode1
Unsupervised Homography Estimation on Multimodal Image Pair via Alternating OptimizationCode1
Reconstructing the Image Stitching Pipeline: Integrating Fusion and Rectangling into a Unified Inpainting ModelCode1
Leveraging Local Patch Alignment to Seam-cutting for Large Parallax Image StitchingCode1
Object-level Geometric Structure Preserving for Natural Image StitchingCode1
Leveraging Line-Point Consistence To Preserve Structures for Wide Parallax Image StitchingCode1
Unsupervised Deep Image Stitching: Reconstructing Stitched Features to ImagesCode1
Parallax-tolerant Image Stitching via Segmentation-guided Multi-homography WarpingCode1
Modification Takes Courage: Seamless Image Stitching via Reference-Driven InpaintingCode1
Learning Residual Elastic Warps for Image Stitching under Dirichlet Boundary ConditionCode1
MobileNets: Efficient Convolutional Neural Networks for Mobile Vision ApplicationsCode1
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
Towards Robust Image Stitching: An Adaptive Resistance Learning against Compatible AttacksCode1
Implicit Neural Image StitchingCode1
Kornia: an Open Source Differentiable Computer Vision Library for PyTorchCode1
Depth-Aware Multi-Grid Deep Homography Estimation with Contextual CorrelationCode1
Single-Perspective Warps in Natural Image StitchingCode0
H-RANSAC, an algorithmic variant for Homography image transform from featureless point sets: application to video-based football analyticsCode0
Poly-GAN: Multi-Conditioned GAN for Fashion SynthesisCode0
Registration of Multiresolution Remote Sensing Images Based on L2-Siamese ModelCode0
More Informed Random Sample ConsensusCode0
Natural Image Stitching with the Global Similarity PriorCode0
AugStatic - A Light-Weight Image Augmentation LibraryCode0
3D color homography model for photo-realistic color transfer re-codingCode0
Augmented Balanced Image Dataset Generator Using AugStatic LibraryCode0
DeepSWIR: A Deep Learning Based Approach for the Synthesis of Short-Wave InfraRed Band using Multi-Sensor Concurrent Datasets—0
Augmentation Techniques Analysis with Removal of Class Imbalance Using PyTorch for Intel Scene Dataset—0
Deep Seam Prediction for Image Stitching Based on Selection Consistency Loss—0
A Tiered Move-making Algorithm for General Non-submodular Pairwise Energies—0
A Geometrically Constrained Point Matching based on View-invariant Cross-ratios, and Homography—0
Correspondence Insertion for As-Projective-As-Possible Image Stitching—0
As-Projective-As-Possible Image Stitching with Moving DLT—0
Content-Preserving Image Stitching with Piecewise Rectangular Boundary Constraints—0
Image Stitching and Rectification for Hand-Held Cameras—0
Coarse-to-fine Seam Estimation for Image Stitching—0
A fully dense and globally consistent 3D map reconstruction approach for GI tract to enhance therapeutic relevance of the endoscopic capsule robot—0
A Bi-channel Aided Stitching of Atomic Force Microscopy Images—0
Image Quality Assessment for Omnidirectional Cross-reference Stitching—0
IF-Net: An Illumination-invariant Feature Network—0
Image Stitching Based on Planar Region Consensus—0
Image Stitching by Line-guided Local Warping with Global Similarity Constraint—0
ChatStitch: Visualizing Through Structures via Surround-View Unsupervised Deep Image Stitching with Collaborative LLM-Agents—0
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Benchmark Results

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