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Image Stitching
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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 )
논문
이 태스크와 하위 분야의 관련 논문입니다. 실제 성능 비교는 평가 결과에서 확인하세요.
AgRowStitch: A High-fidelity Image Stitching Pipeline for Ground-based Agricultural Images
ChatStitch: Visualizing Through Structures via Surround-View Unsupervised Deep Image Stitching with Collaborative LLM-Agents
A Bi-channel Aided Stitching of Atomic Force Microscopy Images
Enhanced Feature-based Image Stitching for Endoscopic Videos in Pediatric Eosinophilic Esophagitis
OmniSplat: Taming Feed-Forward 3D Gaussian Splatting for Omnidirectional Images with Editable Capabilities
Unsupervised Homography Estimation on Multimodal Image Pair via Alternating Optimization
Modification Takes Courage: Seamless Image Stitching via Reference-Driven Inpainting
SynStitch: a Self-Supervised Learning Network for Ultrasound Image Stitching Using Synthetic Training Pairs and Indirect Supervision
VidPanos: Generative Panoramic Videos from Casual Panning Videos
Automatic Image Unfolding and Stitching Framework for Esophageal Lining Video Based on Density-Weighted Feature Matching
Neural Light Spheres for Implicit Image Stitching and View Synthesis
SX-Stitch: An Efficient VMS-UNet Based Framework for Intraoperative Scoliosis X-Ray Image Stitching
Parallax-tolerant Image Stitching via Segmentation-guided Multi-homography Warping
Multimodal Needle in a Haystack: Benchmarking Long-Context Capability of Multimodal Large Language Models
Local-peak scale-invariant feature transform for fast and random image stitching
Reconstructing the Image Stitching Pipeline: Integrating Fusion and Rectangling into a Unified Inpainting Model
SI-FID: Only One Objective Indicator for Evaluating Stitched Images
RecDiffusion: Rectangling for Image Stitching with Diffusion Models
Eliminating Warping Shakes for Unsupervised Online Video Stitching
Single-image camera calibration with model-free distortion correction
Towards Robust Image Stitching: An Adaptive Resistance Learning against Compatible Attacks
Object-level Geometric Structure Preserving for Natural Image Stitching
Robust Multi-Modal Image Stitching for Improved Scene Understanding
Leveraging Local Patch Alignment to Seam-cutting for Large Parallax Image Stitching
Parallax-Tolerant Image Stitching with Epipolar Displacement Field
$H$-RANSAC, an algorithmic variant for Homography image transform from featureless point sets: application to video-based football analytics
Learning Residual Elastic Warps for Image Stitching under Dirichlet Boundary Condition
Implicit Neural Image Stitching
Research on Image Stitching Based on Invariant Features of Reconstructed Plane
GPU Accelerated Color Correction and Frame Warping for Real-time Video Stitching
Multi-Spectral Image Stitching via Spatial Graph Reasoning
Pentagon-Match (PMatch): Identification of View-Invariant Planar Feature for Local Feature Matching-Based Homography Estimation
Displacement field calculation of large-scale structures using computer vision with physical constraints
Parallax-Tolerant Unsupervised Deep Image Stitching
Deep Seam Prediction for Image Stitching Based on Selection Consistency Loss
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