Unsupervised Deep Homography: A Fast and Robust Homography Estimation Model

12 September 2017

Ty Nguyen

Steven W. Chen

Shreyas S. Shivakumar

Camillo J Taylor

Vijay Kumar

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Papers citing "Unsupervised Deep Homography: A Fast and Robust Homography Estimation Model"

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Title
CodingHomo: Bootstrapping Deep Homography With Video Coding Yike Liu Haipeng Li Shuaicheng Liu B. Zeng 67 2 0 16 Apr 2025
Modification Takes Courage: Seamless Image Stitching via Reference-Driven Inpainting Ziqi Xie Xiao Lai Weidong Zhao Xianhui Liu Wenlong Hou Wenlong Hou 62 0 0 15 Nov 2024
STHN: Deep Homography Estimation for UAV Thermal Geo-localization with Satellite Imagery Jiuhong Xiao Ning Zhang Daniel Tortei Giuseppe Loianno 39 5 0 30 May 2024
Fast and Interpretable 2D Homography Decomposition: Similarity-Kernel-Similarity and Affine-Core-Affine Transformations Shen Cai Zhanhao Wu Lingxi Guo Jiachun Wang Siyu Zhang Junchi Yan Shuhan Shen 26 0 0 28 Feb 2024
Bayesian Filtering for Homography Estimation Arturo del Castillo Bernal Philippe Decoste James Richard Forbes 13 0 0 16 Oct 2023
Supervised Homography Learning with Realistic Dataset Generation Hai Jiang Haipeng Li Songchen Han Haoqiang Fan Bing Zeng Shuaicheng Liu GAN 32 8 0 28 Jul 2023
Breaking Modality Disparity: Harmonized Representation for Infrared and Visible Image Registration Zhiying Jiang Zengxi Zhang Jinyuan Liu Xin-Yue Fan Risheng Liu 35 2 0 12 Apr 2023
Medical Image Analysis using Deep Relational Learning Zhi-Hu Liu MedIm 17 0 0 28 Mar 2023
PRISE: Demystifying Deep Lucas-Kanade with Strongly Star-Convex Constraints for Multimodel Image Alignment Yiqing Zhang Xinming Huang Ziming Zhang 36 4 0 21 Mar 2023
Deep Learning for Camera Calibration and Beyond: A Survey K. Liao Lang Nie Shujuan Huang Chunyu Lin Jing Zhang Yao Zhao Moncef Gabbouj Dacheng Tao 46 25 0 19 Mar 2023
Fully neuromorphic vision and control for autonomous drone flight Federico Paredes-Valles J. Hagenaars Julien Dupeyroux S. Stroobants Ying Xu Guido de Croon 38 36 0 15 Mar 2023
Planar Object Tracking via Weighted Optical Flow Jonas Serych Jirí Matas 8 7 0 24 Jan 2023
AbHE: All Attention-based Homography Estimation Mingxiao Huo Zhihao Zhang Xinyang Ren Xianqiang Yang 29 6 0 06 Dec 2022
Semi-supervised Deep Large-baseline Homography Estimation with Progressive Equivalence Constraint Hai Jiang Haipeng Li Yuhang Lu Songchen Han Shuaicheng Liu 41 14 0 06 Dec 2022
Weakly-Supervised Stitching Network for Real-World Panoramic Image Generation Dae-Young Song Geonsoo Lee H. Lee Gi-Mun Um Donghyeon Cho 41 22 0 13 Sep 2022
CUAHN-VIO: Content-and-Uncertainty-Aware Homography Network for Visual-Inertial Odometry Ying Xu Guido de Croon BDL 41 5 0 30 Aug 2022
Warped Convolutional Networks: Bridge Homography to sl(3) algebra by Group Convolution Xinrui Zhan Yang Li Wenyu Liu Jianke Zhu 38 0 0 23 Jun 2022
Unsupervised Difference Learning for Noisy Rigid Image Alignment Yu-Xuan Chen D. Feng Hongbin Shen 30 0 0 24 May 2022
Unsupervised Homography Estimation with Coplanarity-Aware GAN Ming Hong Yuhang Lu Nianjin Ye Chunyu Lin Qijun Zhao Shuaicheng Liu 32 35 0 08 May 2022
Iterative Deep Homography Estimation Sixi Cao Jianxin Hu Zehua Sheng Hui-Liang Shen 37 55 0 30 Mar 2022
Road-aware Monocular Structure from Motion and Homography Estimation Wei Sui Teng Chen Jiaxin Zhang Jiao Lu Qian Zhang 29 3 0 16 Dec 2021
Self-Supervised Real-time Video Stabilization Jinsoo Choi Jaesik Park In So Kweon 32 10 0 10 Nov 2021
Deep Homography Estimation in Dynamic Surgical Scenes for Laparoscopic Camera Motion Extraction Martin Huber Sébastien Ourselin Christos Bergeles Tom Kamiel Magda Vercauteren MedIm 43 8 0 30 Sep 2021
Homography augumented momentum constrastive learning for SAR image retrieval Seonho Park M. Rysz Kathleen M. Dipple P. Pardalos 28 1 0 21 Sep 2021
STRIVE: Scene Text Replacement In Videos V. B G Jeyasri Subramanian Varnith Chordia Eugene Bart S. Fang Kelly M. Guan R. Bala VGen 48 12 0 06 Sep 2021
Out-of-boundary View Synthesis Towards Full-Frame Video Stabilization Yufei Xu Jing Zhang Dacheng Tao 30 11 0 20 Aug 2021
Depth-Aware Multi-Grid Deep Homography Estimation with Contextual Correlation Lang Nie Chunyu Lin K. Liao Shuaicheng Liu Yao Zhao 42 64 0 06 Jul 2021
Unsupervised Deep Image Stitching: Reconstructing Stitched Features to Images Lang Nie Chunyu Lin K. Liao Shuaicheng Liu Yao-Min Zhao 33 163 0 24 Jun 2021
DFM: A Performance Baseline for Deep Feature Matching Ufuk Efe K. G. Ince A. Aydin Alatan 24 60 0 14 Jun 2021
Wide-Baseline Relative Camera Pose Estimation with Directional Learning Kefan Chen Noah Snavely A. Makadia 3DH 35 57 0 07 Jun 2021
Deep Lucas-Kanade Homography for Multimodal Image Alignment Yiming Zhao Xinming Huang Ziming Zhang 19 55 0 22 Apr 2021
Perceptual Loss for Robust Unsupervised Homography Estimation Daniel Koguciuk Elahe Arani Bahram Zonooz 26 28 0 20 Apr 2021
Motion Basis Learning for Unsupervised Deep Homography Estimation with Subspace Projection Nianjin Ye Chuan Wang Haoqiang Fan Shuaicheng Liu 39 49 0 29 Mar 2021
Learning Edge-Preserved Image Stitching from Large-Baseline Deep Homography Lang Nie Chunyu Lin K. Liao Yao Zhao 31 25 0 11 Dec 2020
Homography Estimation with Convolutional Neural Networks Under Conditions of Variance David Niblick A. Kak 6 4 0 02 Oct 2020
ASLFeat: Learning Local Features of Accurate Shape and Localization Zixin Luo Lei Zhou Xuyang Bai Hongkai Chen Jiahui Zhang Yao Yao Shiwei Li Tian Fang Long Quan 26 287 0 23 Mar 2020
Vision-based Multi-MAV Localization with Anonymous Relative Measurements Using Coupled Probabilistic Data Association Filter Ty Nguyen K. Mohta Camillo J Taylor Vijay Kumar 14 35 0 18 Sep 2019
Content-Aware Unsupervised Deep Homography Estimation Jirong Zhang Chuan Wang Shuaicheng Liu Lanpeng Jia Nianjin Ye Jue Wang Ji Zhou Jian Sun 113 149 0 12 Sep 2019
Deep Sequential Mosaicking of Fetoscopic Videos Sophia Bano Francisco Vasconcelos Marcel Tella-Amo G. Dwyer Caspar Gruijthuijsen Jan Deprest Sebastien Ourselin E. V. Poorten Tom Kamiel Magda Vercauteren Danail Stoyanov 18 22 0 15 Jul 2019
EVDodgeNet: Deep Dynamic Obstacle Dodging with Event Cameras N. Sanket Chethan Parameshwara Chahat Deep Singh Ashwin V. Kuruttukulam Cornelia Fermuller Davide Scaramuzza Yiannis Aloimonos 30 92 0 07 Jun 2019
Semi-Supervised Semantic Matching Zakaria Laskar Arno Solin SSL 10 9 0 24 Jan 2019
OATM: Occlusion Aware Template Matching by Consensus Set Maximization Simon Korman Mark B. Milam Stefano Soatto 40 19 0 08 Apr 2018