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
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
Learning Residual Elastic Warps for Image Stitching under Dirichlet Boundary ConditionCode1
Implicit Neural Image StitchingCode1
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 Images—0
ChatStitch: Visualizing Through Structures via Surround-View Unsupervised Deep Image Stitching with Collaborative LLM-Agents—0
A Bi-channel Aided Stitching of Atomic Force Microscopy Images—0
Enhanced Feature-based Image Stitching for Endoscopic Videos in Pediatric Eosinophilic Esophagitis—0
OmniSplat: Taming Feed-Forward 3D Gaussian Splatting for Omnidirectional Images with Editable Capabilities—0
SynStitch: a Self-Supervised Learning Network for Ultrasound Image Stitching Using Synthetic Training Pairs and Indirect Supervision—0
VidPanos: Generative Panoramic Videos from Casual Panning Videos—0
Automatic Image Unfolding and Stitching Framework for Esophageal Lining Video Based on Density-Weighted Feature Matching—0
SX-Stitch: An Efficient VMS-UNet Based Framework for Intraoperative Scoliosis X-Ray Image Stitching—0
Local-peak scale-invariant feature transform for fast and random image stitching—0
SI-FID: Only One Objective Indicator for Evaluating Stitched Images—0
Single-image camera calibration with model-free distortion correction—0
Robust Multi-Modal Image Stitching for Improved Scene Understanding—0
Parallax-Tolerant Image Stitching with Epipolar Displacement Field—0
H-RANSAC, an algorithmic variant for Homography image transform from featureless point sets: application to video-based football analyticsCode0
Research on Image Stitching Based on Invariant Features of Reconstructed Plane—0
GPU Accelerated Color Correction and Frame Warping for Real-time Video Stitching—0
Multi-Spectral Image Stitching via Spatial Graph Reasoning—0
Pentagon-Match (PMatch): Identification of View-Invariant Planar Feature for Local Feature Matching-Based Homography Estimation—0
Displacement field calculation of large-scale structures using computer vision with physical constraints—0
Deep Seam Prediction for Image Stitching Based on Selection Consistency Loss—0
A Geometrically Constrained Point Matching based on View-invariant Cross-ratios, and Homography—0
Augmentation Techniques Analysis with Removal of Class Imbalance Using PyTorch for Intel Scene Dataset—0
Improving Model Performance and Removing the Class Imbalance Problem Using Augmentation—0
Resnet18 Model With Sequential Layer For Computing Accuracy On Image Classification Dataset—0
AugStatic - A Light-Weight Image Augmentation LibraryCode0
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Benchmark Results

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