Personal paper list in retinal image registration
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2021 (perspective + deformable) A Convolutional Neural Network Pipeline For Multi-Temporal Retinal Image Registration
https://jerryhotaiwan.github.io/files/ISOCC_Jerry_v6.pdf -
2020 (perspective) Robust Content-Adaptive Global Registration for Multimodal Retinal Images Using Weakly Supervised Deep-Learning Framework
https://par.nsf.gov/servlets/purl/10279980 -
2020 (perspective) A segmentation based robust deep learning frameworkfor multimodal retinal image registration
https://par.nsf.gov/servlets/purl/10279984 -
2019 (deformable, assume affine aligned) Joint vessel segmentation and deformable registration on multi-modal retinal images based on style transfer
https://ieeexplore.ieee.org/abstract/document/8802932
code: https://github.com/JunkangZhang/RetinalSegReg -
2018 (affine) A deep step pattern representation for multimodal retinal image registration
https://ieeexplore.ieee.org/document/8363845 -
2018 (deformable, assume affine aligned) Deformable medical image registration using generative adversarial networks
https://ieeexplore.ieee.org/document/8363845 -
2018 (deformable, assume affine aligned) Elastic registration of medical images with gans
https://arxiv.org/pdf/1805.02369.pdf -
2017 (deformable, assume affine aligned, 3D CT) VoxelMorph
https://arxiv.org/pdf/1809.05231.pdf
code: https://github.com/voxelmorph/voxelmorph
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2018 Multi-modal and multi-vendor retina image registration
https://www.osapublishing.org/boe/abstract.cfm?uri=boe-9-2-410 -
2018 Multimodal Registration of Retinal Images Using Domain-Specific Landmarks and Vessel Enhancement
https://arxiv.org/pdf/1803.00951.pdf -
2018 Multimodal registration of retinal images using domain-specific landmarks and vessel enhancement
https://www.sciencedirect.com/science/article/pii/S1877050918311876 -
2015 (LoSPA) A low-dimensional step pattern analysis algorithm with application to multimodal retinal image registration
https://ieeexplore.ieee.org/document/7298707 -
(GDB-ICP) Registration of challenging image pairs: initialization, estimation, and decision
http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.226.2782&rep=rep1&type=pdf
code: http://www.vision.cs.rpi.edu/gdbicp/exec/ -
2015 (SURF-PIIFD-RPM) Robust point matching method for multimodal retinal image registration
https://www.sciencedirect.com/science/article/pii/S1746809415000403
code: https://github.com/gwang-cv/SURF-PIIFD-RPM. -
2018 (URSIFT-PIIFD-AGMM) An Automated Point Set Registration Framework for Multimodal Retinal Image
https://ieeexplore.ieee.org/document/8545281
code: https://github.com/zwz7712/retinal-image-registration -
2012 MIND: Modality independent neighbourhood descriptor for multi-modal deformable registration
https://www.sciencedirect.com/science/article/pii/S1361841512000643 -
2010 Retinal Fundus Image Registration via Vascular Structure Graph Matching
https://www.hindawi.com/journals/ijbi/2010/906067/