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We propose a novel unsupervised cross-modal homography estimation learning framework, named Split Supervised Homography estimation Network (SSHNet).
Random sample consensus: A paradigm for model fitting with applications to image analysis and automated cartography
Martin A Fischler and Robert C Bolles · 1981
Earlier work this paper cites.
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Rich Caruana · 1997
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Unsupervised misaligned infrared and visible image fusion via cross-modality image generation and registration
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MCANet: A joint semantic segmentation framework of optical and SAR images for land use classification
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Perceptual loss for robust unsupervised homography estimation
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CrossHomo: Cross-modality and cross-resolution homography estimation
Xin Deng, Enpeng Liu, Chao Gao, Shengxi Li, Shuhang Gu, and Mai Xu · 2024
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DMHomo: Learning homography with diffusion models
Haipeng Li, Hai Jiang, Ao Luo, Ping Tan, Haoqiang Fan, Bing Zeng, and Shuaicheng Liu · 2024
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SCPNet: Unsupervised cross-modal homography estimation via intra-modal self-supervised learning
Runmin Zhang, Jun Ma, Si-Yuan Cao, Lun Luo, Beinan Yu, Shu-Jie Chen, Junwei Li, and Hui-Liang Shen · 2024
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