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
Parallax-Tolerant Unsupervised Deep Image StitchingCode2
Multimodal Needle in a Haystack: Benchmarking Long-Context Capability of Multimodal Large Language ModelsCode2
Neural Light Spheres for Implicit Image Stitching and View SynthesisCode2
Deep PCB To COCO ConvertorCode2
Eliminating Warping Shakes for Unsupervised Online Video StitchingCode2
Deep Rectangling for Image Stitching: A Learning BaselineCode2
RecDiffusion: Rectangling for Image Stitching with Diffusion ModelsCode2
StabStitch++: Unsupervised Online Video Stitching with Spatiotemporal Bidirectional WarpsCode2
Depth-Aware Multi-Grid Deep Homography Estimation with Contextual CorrelationCode1
Leveraging Line-Point Consistence To Preserve Structures for Wide Parallax Image StitchingCode1
Learning Residual Elastic Warps for Image Stitching under Dirichlet Boundary ConditionCode1
Geometric Structure Preserving Warp for Natural Image StitchingCode1
Towards Robust Image Stitching: An Adaptive Resistance Learning against Compatible AttacksCode1
Unsupervised Homography Estimation on Multimodal Image Pair via Alternating OptimizationCode1
Object-level Geometric Structure Preserving for Natural Image StitchingCode1
MobileNets: Efficient Convolutional Neural Networks for Mobile Vision ApplicationsCode1
Kornia: an Open Source Differentiable Computer Vision Library for PyTorchCode1
Leveraging Local Patch Alignment to Seam-cutting for Large Parallax Image StitchingCode1
Modification Takes Courage: Seamless Image Stitching via Reference-Driven InpaintingCode1
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
Unsupervised Deep Image Stitching: Reconstructing Stitched Features to ImagesCode1
Implicit Neural Image StitchingCode1
Reconstructing the Image Stitching Pipeline: Integrating Fusion and Rectangling into a Unified Inpainting ModelCode1
Parallax-tolerant Image Stitching via Segmentation-guided Multi-homography WarpingCode1
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
DeepSWIR: A Deep Learning Based Approach for the Synthesis of Short-Wave InfraRed Band using Multi-Sensor Concurrent Datasets—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
ChatStitch: Visualizing Through Structures via Surround-View Unsupervised Deep Image Stitching with Collaborative LLM-Agents—0
A Robust Method for Image Stitching—0
A Feature based Approach for Video Compression—0
Graph-based Hypothesis Generation for Parallax-tolerant Image Stitching—0
GPU based Parallel Optimization for Real Time Panoramic Video Stitching—0
Breast Cancer: Model Reconstruction and Image Registration from Segmented Deformed Image using Visual and Force based Analysis—0
Casual Stereoscopic Panorama Stitching—0
Human Face Recognition from Part of a Facial Image based on Image Stitching—0
IF-Net: An Illumination-invariant Feature Network—0
Image Quality Assessment for Omnidirectional Cross-reference Stitching—0
GPU Accelerated Color Correction and Frame Warping for Real-time Video Stitching—0
Image Stitching Based on Planar Region Consensus—0
Image Stitching by Line-guided Local Warping with Global Similarity Constraint—0
Automatic Image Unfolding and Stitching Framework for Esophageal Lining Video Based on Density-Weighted Feature Matching—0
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Benchmark Results

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