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In this paper, we introduce the STN-Homography model to directly estimate the homography matrix between image pair.
Random sample consensus: a paradigm for model fitting with applications to image analysis and automated cartography
Fischler MA, Bolles RC · 1981
Earlier work this paper cites.
3D Reconstruction Based on Homography Mapping
Zhang Z, Hanson A · 1996
Earlier work this paper cites.
Easy tour
Pan Z, Fang X, Shi J, Xu D · 2004
Earlier work this paper cites.
Distinctive Image Features from Scale-Invariant Keypoints
Lowe DG · 2004
Earlier work this paper cites.
Automatic Panoramic Image Stitching using Invariant Features
Brown M, Lowe DG · 2006
Cited alongside, same era.
3D Reconstruction of a Moving Point from a Series of 2D Projections
Park HS, Shiratori T, Matthews I, Sheikh Y · 2010
Cited alongside, same era.
ORB: An efficient alternative to SIFT or SURF
Rublee E, Rabaud V, Konolige K, Bradski G · 2011
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ORB-SLAM: A Versatile and Accurate Monocular SLAM System
Mur-Artal R, Montiel JMM, Tardos JD · 2015
Cited alongside, same era.
Mask R-CNN;
He K, Gkioxari G, Dollár P, Girshick R
Cited in the paper.
OpenPose: Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields;
Cao Z, Hidalgo G, Simon T, Wei SE, Sheikh Y
Cited in the paper.
Efficient Estimation of Word Representations in Vector Space;
Mikolov T, Chen K, Corrado G, Dean J
Cited in the paper.
FlowNet: Learning Optical Flow with Convolutional Networks;
Fischer P, Dosovitskiy A, Ilg E, Häusser P, Hazırbaş C, Golkov V, et al
Cited in the paper.
FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks;
Ilg E, Mayer N, Saikia T, Keuper M, Dosovitskiy A, Brox T
Cited in the paper.
Deep Image Homography Estimation;
DeTone D, Malisiewicz T, Rabinovich A
Cited in the paper.
Very Deep Convolutional Networks for Large-Scale Image Recognition;
Simonyan K, Zisserman A
Cited in the paper.
Unsupervised Deep Homography: A Fast and Robust Homography Estimation Model;
Nguyen T, Chen SW, Shivakumar SS, Taylor CJ, Kumar V
Cited in the paper.
ORB-SLAM2: An Open-Source SLAM System for Monocular, Stereo, and RGB-D Cameras
Mur-Artal R, Tardos JD · 2017
Later among the works it cites.
SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation
Badrinarayanan V, Kendall A, Cipolla R · 2017
Later among the works it cites.
Homography Estimation from Image Pairs with Hierarchical Convolutional Networks
Nowruzi FE, Laganiere R, Japkowicz N · 2017
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Quasi-Homography Warps in Image Stitching
Li N, Xu Y, Wang C · 2018
Later among the works it cites.
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