awesome-homography-estimation-and-image-alignment
This repo contains a curative list of homography estimation, image alignment and related application.
https://github.com/DoongLi/awesome-homography-estimation-and-image-alignment
Last synced: 18 days ago
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Homography Estimation
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- [Paper - Zhang/SCPNet)]
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- [Paper - kim/Neural-Image-Stitching)]
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- [Paper - research/BasesHomo)]
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- [Paper - Homography-Estimation-Pytorch)]
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- [Paper - research/HomoGAN)]
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- [Paper - aimc-lab/GeoFormer)]
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- page - aware multi-grid deep homography estimation with contextual correlation, `TCSVT`. [[Paper](https://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=9605632&casa_token=lop5MaMA40cAAAAA:ypyRTM-TzDD7-tVTJ7ndk0fT6zxNdmVvjtz4DD6uSrE-qjjagoEKdsy6NcRP49GGItZC_li5)] [[Code](https://github.com/nie-lang/Multi-Grid-Deep-Homography)]
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- paper - model-blue) Content-aware unsupervised deep homography estimation, `ECCV`. [[Paper](https://arxiv.org/pdf/1909.05983)] [[Code](https://github.com/JirongZhang/DeepHomography)]
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Image Alignment
- Hierarchical grid-constrained fusion network for image stitching - based | https://github.com/albestobe/HGFN |
- Unsupervised Deep Plane-Aware Multi-homography Learning for Image Alignment
- Rationalizing Efficient Compositional Image Alignment
- Unsupervised Deep Plane-Aware Multi-homography Learning for Image Alignment
- Rationalizing Efficient Compositional Image Alignment
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- Unsupervised Deep Plane-Aware Multi-homography Learning for Image Alignment
- Rationalizing Efficient Compositional Image Alignment
- Hierarchical grid-constrained fusion network for image stitching - based | https://github.com/albestobe/HGFN |
- Unsupervised Deep Plane-Aware Multi-homography Learning for Image Alignment
- Rationalizing Efficient Compositional Image Alignment
- Unsupervised Deep Plane-Aware Multi-homography Learning for Image Alignment
- Rationalizing Efficient Compositional Image Alignment
- Unsupervised Deep Plane-Aware Multi-homography Learning for Image Alignment
- Rationalizing Efficient Compositional Image Alignment
- Unsupervised Deep Plane-Aware Multi-homography Learning for Image Alignment
- Rationalizing Efficient Compositional Image Alignment
- Hierarchical grid-constrained fusion network for image stitching - based | https://github.com/albestobe/HGFN |
- Unsupervised Deep Plane-Aware Multi-homography Learning for Image Alignment
- Rationalizing Efficient Compositional Image Alignment
- Parallax-tolerant Image Stitching via Segmentation-guided Multi-homography Warping
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- Unsupervised Deep Plane-Aware Multi-homography Learning for Image Alignment
- Rationalizing Efficient Compositional Image Alignment
- Unsupervised Deep Plane-Aware Multi-homography Learning for Image Alignment
- Rationalizing Efficient Compositional Image Alignment
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- Unsupervised Deep Plane-Aware Multi-homography Learning for Image Alignment
- Unsupervised Deep Plane-Aware Multi-homography Learning for Image Alignment
- Rationalizing Efficient Compositional Image Alignment
- Unsupervised Deep Plane-Aware Multi-homography Learning for Image Alignment
- Rationalizing Efficient Compositional Image Alignment
- MGHE-Net: A Transformer-Based Multi-Grid Homography Estimation Network for Image Stitching - based | |
- PRISE: Demystifying Deep Lucas-Kanade with Strongly Star-Convex Constraints for Multimodel Image Alignment - based | [Code](https://github.com/swiftzhang125/PRISE) |
- Parallax-Tolerant Unsupervised Deep Image Stitching - lang/UDIS2) |
- Warped Convolutional Networks: Bridge Homography to sl(3) algebra by Group Convolution
- Unsupervised Deep Plane-Aware Multi-homography Learning for Image Alignment
- Localtrans: A multiscale local transformer network for cross-resolution homography estimation
- Unsupervised deep image stitching: Reconstructing stitched features to images
- Cross-Weather Image Alignment via Latent Generative Model With Intensity Consistency
- A view-free image stitching network based on global homography - lang/DeepImageStitching-1.0) |
- Learning edge-preserved image stitching from large-baseline deep homography
- Warping Residual Based Image Stitching for Large Parallax
- Ransac-flow: generic two-stage image alignment - based | [Code](https://github.com/XiSHEN0220/RANSAC-Flow) [Project](https://imagine.enpc.fr/~shenx/RANSAC-Flow/) |
- DeepMeshFlow: Content adaptive mesh deformation for robust image registration - based | |
- Multimodal image alignment through a multiscale chain of neural networks with application to re mote sensing
- CLKN: Cascaded Lucas–Kanade networks for image alignment
- Rationalizing Efficient Compositional Image Alignment
- Parallax-tolerant Image Stitching
- Unsupervised Deep Plane-Aware Multi-homography Learning for Image Alignment
- Rationalizing Efficient Compositional Image Alignment
- Unsupervised Deep Plane-Aware Multi-homography Learning for Image Alignment
- Rationalizing Efficient Compositional Image Alignment
- Unsupervised Deep Plane-Aware Multi-homography Learning for Image Alignment
- Rationalizing Efficient Compositional Image Alignment
- Unsupervised Deep Plane-Aware Multi-homography Learning for Image Alignment
- Rationalizing Efficient Compositional Image Alignment
- Unsupervised Deep Plane-Aware Multi-homography Learning for Image Alignment
- Rationalizing Efficient Compositional Image Alignment
- Hierarchical grid-constrained fusion network for image stitching - based | https://github.com/albestobe/HGFN |
- Unsupervised Deep Plane-Aware Multi-homography Learning for Image Alignment
- Rationalizing Efficient Compositional Image Alignment
- Rationalizing Efficient Compositional Image Alignment
- Image alignment and stitching: A tutorial
- Unsupervised Deep Plane-Aware Multi-homography Learning for Image Alignment
- Rationalizing Efficient Compositional Image Alignment
- Unsupervised Deep Plane-Aware Multi-homography Learning for Image Alignment
- Rationalizing Efficient Compositional Image Alignment
- Unsupervised Deep Plane-Aware Multi-homography Learning for Image Alignment
- Rationalizing Efficient Compositional Image Alignment
- Unsupervised Deep Plane-Aware Multi-homography Learning for Image Alignment
- Rationalizing Efficient Compositional Image Alignment
- Hierarchical grid-constrained fusion network for image stitching - based | https://github.com/albestobe/HGFN |
- Unsupervised Deep Plane-Aware Multi-homography Learning for Image Alignment
- Rationalizing Efficient Compositional Image Alignment
- Unsupervised Deep Plane-Aware Multi-homography Learning for Image Alignment
- Rationalizing Efficient Compositional Image Alignment
- Unsupervised Deep Plane-Aware Multi-homography Learning for Image Alignment
- Rationalizing Efficient Compositional Image Alignment
- Hierarchical grid-constrained fusion network for image stitching - based | https://github.com/albestobe/HGFN |
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Application
- Deep Homography Estimation for Visual Place Recognition - Feng/DHE-VPR) |
- Homography Estimation for Camera Calibration in Complex Topological Scenes
- SSORN: Self-Supervised Outlier Removal Network for Robust Homography Estimation
- Semi-Supervised Learning for Image Alignment in Teach and Repeat navigation
- Weather GAN: Multi-Domain Weather Translation Using Generative Adversarial Networks
- Deep homography for efficient stereo image compression
- STHN: Deep Homography Estimation for UAV Thermal Geo-localization with Satellite Imagery
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