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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

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Showing 1–50 of 105 papers

TitleStatusHype
StabStitch++: Unsupervised Online Video Stitching with Spatiotemporal Bidirectional WarpsCode2
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
Unsupervised Homography Estimation on Multimodal Image Pair via Alternating OptimizationCode1
Modification Takes Courage: Seamless Image Stitching via Reference-Driven InpaintingCode1
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
Neural Light Spheres for Implicit Image Stitching and View SynthesisCode2
SX-Stitch: An Efficient VMS-UNet Based Framework for Intraoperative Scoliosis X-Ray Image Stitching—0
Parallax-tolerant Image Stitching via Segmentation-guided Multi-homography WarpingCode1
Multimodal Needle in a Haystack: Benchmarking Long-Context Capability of Multimodal Large Language ModelsCode2
Local-peak scale-invariant feature transform for fast and random image stitching—0
Reconstructing the Image Stitching Pipeline: Integrating Fusion and Rectangling into a Unified Inpainting ModelCode1
SI-FID: Only One Objective Indicator for Evaluating Stitched Images—0
RecDiffusion: Rectangling for Image Stitching with Diffusion ModelsCode2
Eliminating Warping Shakes for Unsupervised Online Video StitchingCode2
Single-image camera calibration with model-free distortion correction—0
Towards Robust Image Stitching: An Adaptive Resistance Learning against Compatible AttacksCode1
Object-level Geometric Structure Preserving for Natural Image StitchingCode1
Robust Multi-Modal Image Stitching for Improved Scene Understanding—0
Leveraging Local Patch Alignment to Seam-cutting for Large Parallax Image StitchingCode1
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
Learning Residual Elastic Warps for Image Stitching under Dirichlet Boundary ConditionCode1
Implicit Neural Image StitchingCode1
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
Parallax-Tolerant Unsupervised Deep Image StitchingCode2
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
Improving Model Performance and Removing the Class Imbalance Problem Using Augmentation—0
Augmentation Techniques Analysis with Removal of Class Imbalance Using PyTorch for Intel Scene Dataset—0
Deep PCB To COCO ConvertorCode2
AugStatic - A Light-Weight Image Augmentation LibraryCode0
Augmented Balanced Image Dataset Generator Using AugStatic LibraryCode0
Resnet18 Model With Sequential Layer For Computing Accuracy On Image Classification Dataset—0
Human Face Recognition from Part of a Facial Image based on Image Stitching—0
Deep Rectangling for Image Stitching: A Learning BaselineCode2
Natural Image Stitching Using Depth Maps—0
Geometric Structure Preserving Warp for Natural Image StitchingCode1
Automatic Color Image Stitching Using Quaternion Rank-1 Alignment—0
Pixel-wise Deep Image Stitching—0
Probabilistic Spatial Distribution Prior Based Attentional Keypoints Matching Network—0
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Benchmark Results

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