This repo contains a curative list of homography estimation, image alignment and related application.
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- https://github.com/tzxiang/awesome-image-alignment-and-stitching
- https://github.com/visionxiang/awesome-computational-photography
- A Review of Homography Estimation: Advances and Challenges,
Electronics, 2023. [Paper]
DMHomo: Learning Homography with Diffusion Model,
ToG. [Paper] [Code]- keyword: realistic dataset generation, supervised homography estimation;
TPAMI. [Paper] [Code]- keyword: cross-modality images, cross-resolution images;
IJCV. [Paper] [Code]- Unsupervised Homography Estimation with Pixel-level SVDD,
TCSVT. [Paper] - AbHE: All Attention-Based Homography Estimation,
TIM. [Paper] [Code] Analyzing the Domain Shift Immunity of Deep Homography Estimation,
WACV. [Paper] [Code]- MCNet: Rethinking the Core Ingredients for Accurate and Efficient Homography Estimation,
CVPR. [Paper] [Code]
- Edge-aware Correlation Learning for Unsupervised Progressive Homography Estimation,
TCSVT. [Paper]- keyword: unsupervised homography estimation;
TPAMI. [Paper] [Code]- keyword: unsupervised homography estimation;
ICCV. [Paper] [Code]- keyword: realistic dataset generation;
AAAI. [Paper] [Code]- keyword: large baseline dataset;
ICCV. [Paper] [Code]- keyword: realistic dataset generation;
- Exploring Progressive Hybrid-Degraded Image Processing for Homography Estimation,
ICASSP. [Paper] - Recurrent homography estimation using homography-guided image warping and focus transformer,
CVPR. [Paper] [Code] - Bilevel Progressive Homography Estimation Via Correlative Region-Focused Transformer,
SSRN. [Paper] - Coarse-to-Fine Homography Estimation for Infrared and Visible Images,
Electronics. [Paper] - Mask-Homo: Pseudo Plane Mask-Guided Unsupervised Multi-Homography Estimation,
AAAI. [Paper] [Code] - Unsupervised deep homography with multi‐scale global attention,
IET Image Processing. [Paper] - Homography Estimation in Complex Topological Scenes,
arXiv. [Paper]
- Iterative deep homography estimation,
CVPR. [Paper] [Code] CVPR. [Paper] [Code]- keyword: unsupervised homography estimation;
- Content-Aware Unsupervised Deep Homography Estimation and its Extensions,
TPAMI. [Paper]- Keyword: journal version;
- Learning to Generate High-Quality Images for Homography Estimation,
ICIP. [Paper] - Detail-Aware Deep Homography Estimation for Infrared and Visible Image,
Electronics. [Paper] - Towards a unified approach to homography estimation using image features and pixel intensities,
arXiv. [Paper]
- Motion Basis Learning for Unsupervised Deep Homography Estimation with Subspace Projection,
ICCV. [Paper] [Code]- keyword: unsupervised homography estimation;
CVPR. [Paper] [Code]- keyword: supervised homography estimation;
TCSVT. [Paper] [Code]- Deep Homography Estimation based on Attention Mechanism,
ICSAI. [Paper] - Perceptual loss for robust unsupervised homography estimation,
CVPRw. [Paper]
CVPR. [Paper] [Code]ECCV. [Paper] [Code]- keyword: small baseline dataset(CA-Unsupervised dataset);
- Homography Estimation with Convolutional Neural Networks Under Conditions of Variance,
arXiv. [Paper] - Robust Homography Estimation via Dual Principal Component Pursuit,
CVPR. [Paper] - Self-supervised deep homography estimation with invertibility constraints,
PRL. [Paper] - SRHEN: Stepwise-Refining Homography Estimation Network via Parsing Geometric Correspondences in Deep Latent Space,
MM. [Paper] - CorNet: Unsuper vised Deep Homography Estimation for Agricultural Aerial Imagery,
ECCV. [Paper]
- STN-Homography: Direct estimation of homography parameters for image pairs,
Applied Sciences. [Paper] - Homography Estimation Based on Error Elliptical Distribution,
ICASSP. [Paper]
- Unsupervised deep homography: A fast and robust homography estimation model,
RAL. [Paper] [Unofficial_Code1]- Keyword: unsupervised homography estimation;
- Rethinking Planar Homography Estimation Using Perspective Fields,
ACCV. [Paper]
- Homography estimation from image pairs with hierarchical convolutional networks,
ICCV. [Paper]
- Deep image homography estimation,
arXiv. [Paper] [Unofficial_Code1] [Unofficial_Code2]- Keyword: frist learning-based supervised homography estimation method; realistic dataset generation;
- HEASK: Robust homography estimation based on appearance similarity and keypoint correspondences,
PR. [Paper]
- Homography estimation, [Paper]
- MGHE-Net: A Transformer-Based Multi-Grid Homography Estimation Network for Image Stitching,
Access. [Paper]
- PRISE: Demystifying Deep Lucas-Kanade with Strongly Star-Convex Constraints for Multimodel Image Alignment,
CVPR. [Paper] [Code] - Parallax-Tolerant Unsupervised Deep Image Stitching,
ICCV. [Paper] [Code]
- Warped Convolutional Networks: Bridge Homography to sl(3) algebra by Group Convolution,
arXiv. [Paper]
- Unsupervised Deep Plane-Aware Multi-homography Learning for Image Alignment,
CICAI. [Paper] - Localtrans: A multiscale local transformer network for cross-resolution homography estimation,
CVPR. [Paper] - Unsupervised deep image stitching: Reconstructing stitched features to images,
TIP. [Paper]
- Cross-Weather Image Alignment via Latent Generative Model With Intensity Consistency,
TIP. [Paper] - A view-free image stitching network based on global homography,
Journal of Visual Communication and Image Representation. [Paper] [Code] - Learning edge-preserved image stitching from large-baseline deep homography,
arXiv. [Paper] - Warping Residual Based Image Stitching for Large Parallax,
CVPR. [Paper] - Ransac-flow: generic two-stage image alignment,
ECCV. [Paper] [Website] [Code]
- DeepMeshFlow: Content adaptive mesh deformation for robust image registration,
arXiv. [Paper]
- Multimodal image alignment through a multiscale chain of neural networks with application to re mote sensing,
ECCV. [Paper]
- CLKN: Cascaded Lucas–Kanade networks for image alignment,
CVPR. [Paper]
- Rationalizing Efficient Compositional Image Alignment,
IJCV. [Paper]
- Image alignment and stitching: A tutorial,
Foundations and Trends® in Computer Graphics and Vision. [Paper]
- Homography Estimation for Camera Calibration in Complex Topological Scenes,
IV. [Paper]