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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.
Improving Model Performance and Removing the Class Imbalance Problem Using Augmentation
Augmentation Techniques Analysis with Removal of Class Imbalance Using PyTorch for Intel Scene Dataset
Human Face Recognition from Part of a Facial Image based on Image Stitching
Deep Rectangling for Image Stitching: A Learning Baseline
Natural Image Stitching Using Depth Maps
Pixel-wise Deep Image Stitching
Probabilistic Spatial Distribution Prior Based Attentional Keypoints Matching Network
Depth-Aware Multi-Grid Deep Homography Estimation with Contextual Correlation
Unsupervised Deep Image Stitching: Reconstructing Stitched Features to Images
Learning Edge-Preserved Image Stitching from Large-Baseline Deep Homography
Minimal Solutions for Panoramic Stitching Given Gravity Prior
Robust image stitching with multiple registrations
Object-centered image stitching
Registration of Multiresolution Remote Sensing Images Based on L2-Siamese Model
More Informed Random Sample Consensus
A Method of Generating Measurable Panoramic Image for Indoor Mobile Measurement System
Image Stitching and Rectification for Hand-Held Cameras
IF-Net: An Illumination-invariant Feature Network
Image Stitching Based on Planar Region Consensus
Automated Stitching of Coral Reef Images and Extraction of Features for Damselfish Shoaling Behavior Analysis
A Sim2Real Deep Learning Approach for the Transformation of Images from Multiple Vehicle-Mounted Cameras to a Semantically Segmented Image in Bird's Eye View
A Robust Method for Image Stitching
Vanishing Point Guided Natural Image Stitching
From Perspective X-ray Imaging to Parallax-Robust Orthographic Stitching
Analyzing an Imitation Learning Network for Fundus Image Registration Using a Divide-and-Conquer Approach
Kornia: an Open Source Differentiable Computer Vision Library for PyTorch
Poly-GAN: Multi-Conditioned GAN for Fashion Synthesis
DeepSWIR: A Deep Learning Based Approach for the Synthesis of Short-Wave InfraRed Band using Multi-Sensor Concurrent Datasets
Image Quality Assessment for Omnidirectional Cross-reference Stitching
Breast Cancer: Model Reconstruction and Image Registration from Segmented Deformed Image using Visual and Force based Analysis
GPU based Parallel Optimization for Real Time Panoramic Video Stitching
Multiple Combined Constraints for Image Stitching
Generalized Content-Preserving Warps for Image Stitching
Feature-less Stitching of Cylindrical Tunnel
Coarse-to-fine Seam Estimation for Image Stitching
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