12.1.3.2.4 Homography Estimation

Chapter Contents (Back)
Homography Estimation.

Zeng, H.[Hui], Deng, X.M.[Xiao-Ming], Hu, Z.Y.[Zhan-Yi],
A new normalized method on line-based homography estimation,
PRL(29), No. 9, 1 July 2008, pp. 1236-1244.
Elsevier DOI 0711
Point-based homography estimation; Line-based homography estimation; Visual metrology; Data normalization BibRef

Chen, P.[Pei], Suter, D.[David],
Recovering the Missing Components in a Large Noisy Low-Rank Matrix: Application to SFM,
PAMI(26), No. 8, August 2004, pp. 1051-1063.
IEEE Abstract. 0407
Structure from motion with missing data.
See also Principal Component Analysis with Missing Data and Its Application to Polyhedral Object Modeling.
See also Linear Fitting with Missing Data for Structure-from-Motion. BibRef

Chen, P.[Pei], Suter, D.[David],
Rank Constraints for Homographies over Two Views: Revisiting the Rank Four Constraint,
IJCV(81), No. 2, February 2009, pp. xx-yy.
Springer DOI 0901
BibRef

Chen, P.[Pei], Suter, D.[David],
Error Analysis in Homography Estimation by First Order Approximation Tools: A General Technique,
JMIV(33), No. 3, March 2009, pp. xx-yy.
Springer DOI 0903
Calculate the errors in estimated parameters. BibRef

Chen, P.[Pei],
Optimization Algorithms on Subspaces: Revisiting Missing Data Problem in Low-Rank Matrix,
IJCV(80), No. 1, October 2008, pp. xx-yy.
Springer DOI 0809
BibRef

Yan, Q.[Qing], Xu, Y.[Yi], Yang, X.K.[Xiao-Kang], Nguyen, T.[Truong],
HEASK: Robust homography estimation based on appearance similarity and keypoint correspondences,
PR(47), No. 1, 2014, pp. 368-387.
Elsevier DOI 1310
Homography estimation BibRef

Li, C.L.[Cai-Lin], Zhou, L.M.[Lang-Ming], Chen, W.H.[Wen-He],
Automatic Pose Estimation of Uncalibrated Multi-View Images Based on a Planar Object with a Predefined Contour Model,
IJGI(5), No. 12, 2016, pp. 244.
DOI Link 1612
BibRef

Zhang, Y.Q.[Yue-Qiang], Zhou, L.M.[Lang-Ming], Shang, Y.[Yang], Zhang, X.H.[Xiao-Hu], Yu, Q.F.[Qi-Feng],
Contour model based homography estimation of texture-less planar objects in uncalibrated images,
PR(52), No. 1, 2016, pp. 375-383.
Elsevier DOI 1601
Machine vision BibRef

Zhao, C.Y.[Chun-Yang], Zhao, H.[Huaici],
Accurate and robust feature-based homography estimation using HALF-SIFT and feature localization error weighting,
JVCIR(40, Part A), No. 1, 2016, pp. 288-299.
Elsevier DOI 1609
Homography estimation BibRef

Barath, D.[Daniel], Hajder, L.[Levente],
A theory of point-wise homography estimation,
PRL(94), No. 1, 2017, pp. 7-14.
Elsevier DOI 1708
Homography BibRef

Barath, D.[Daniel], Hajder, L.[Levente],
Energy-based topological outlier filtering,
ICPR16(1237-1242)
IEEE DOI 1705
Outliers in 2D point correspondences. Electrostatic discharges, Estimation, Image edge detection, Labeling, Minimization, Robustness, Standards BibRef

Ruiz, A.[Alberto], Lopez-de-Teruel, P.E.[Pedro E.], Fernandez-Maimo, L.[Lorenzo],
Efficient planar affine canonicalization,
PR(72), No. 1, 2017, pp. 236-253.
Elsevier DOI 1708
BibRef
Earlier: A1, A2, A3:
Robust Homography Estimation from Planar Contours Based on Convexity,
ECCV06(I: 107-120).
Springer DOI 0608
BibRef
Earlier: A2, A1, A3:
Efficient Monocular 3D Reconstruction from Segments for Visual Navigation in Structured Environments,
ICPR06(I: 143-146).
IEEE DOI 0609
Shape recognition. Standard projective constraints subject to large variations. Based on convexity properties. BibRef

Liu, S., Wang, H., Wei, Y., Pan, C.,
BB-Homography: Joint Binary Features and Bipartite Graph Matching for Homography Estimation,
CirSysVideo(25), No. 2, February 2015, pp. 239-250.
IEEE DOI 1502
Bipartite graph. Homography between two images from matching keypoints. BibRef

Qi, N.X.[Nai-Xin], Zhang, S.X.[Sheng-Xiu], Cao, L.J.[Li-Jia], Yang, X.G.[Xiao-Gang], Li, C.X.[Chuan-Xiang], He, C.[Chuan],
Fast and robust homography estimation method with algebraic outlier rejection,
IET-IPR(12), No. 4, April 2018, pp. 552-562.
DOI Link 1804
Different characteristic in errors between inliers and outliers. BibRef

Wang, C.[Chen], Wang, X.[Xiang], Bai, X.[Xiao], Liu, Y.[Yun], Zhou, J.[Jun],
Self-Supervised deep homography estimation with invertibility constraints,
PRL(128), 2019, pp. 355-360.
Elsevier DOI 1912
BibRef
Earlier: A2, A1, A3, A4, A5:
Deep Homography Estimation with Pairwise Invertibility Constraint,
SSSPR18(204-214).
Springer DOI 1810
Homography estimation, Self-Supervised deep learning, Invertibility constraint, Spatial pyramid pooling BibRef

Guo, Y.[Yang],
Homography Estimation from Ellipse Correspondences Based on the Common Self-Polar Triangle,
JMIV(62), No. 2, February 2020, pp. 169-188.
Springer DOI 2002
BibRef

Song, D.Y.[Dae-Young], Um, G.M.[Gi-Mun], Lee, H.K.[Hee Kyung], Cho, D.[Donghyeon],
End-to-End Image Stitching Network via Multi-Homography Estimation,
SPLetters(28), 2021, pp. 763-767.
IEEE DOI 2105
Cameras, Image stitching, Distortion, Decoding, Media, Feature extraction, Visualization, Stitching, 360 deg panorama BibRef


Koguciuk, D.[Daniel], Arani, E.[Elahe], Zonooz, B.[Bahram],
Perceptual Loss for Robust Unsupervised Homography Estimation,
IMW21(4269-4278)
IEEE DOI 2109
Degradation, Estimation, Lighting, Feature extraction, Distortion BibRef

Molina-Cabello, M.A.[Miguel A.], García-González, J.[Jorge], Luque-Baena, R.M.[Rafael Marcos], Thurnhofer-Hemsi, K.[Karl], López-Rubio, E.[Ezequiel],
Adaptive estimation of optimal color transformations for deep convolutional network based homography estimation,
ICPR21(3106-3113)
IEEE DOI 2105
Deep learning, Image color analysis, Brightness, Neural networks, Data preprocessing, Estimation, homography, convolutional neural networks BibRef

Li, P.[Pu], Liu, X.[Xiaobai],
Learning Knowledge-Rich Sequential Model for Planar Homography Estimation in Aerial Video,
ICPR21(10584-10591)
IEEE DOI 2105
Annotations, System performance, Pose estimation, Cameras, Data models BibRef

Le, H.[Hoang], Liu, F.[Feng], Zhang, S.[Shu], Agarwala, A.[Aseem],
Deep Homography Estimation for Dynamic Scenes,
CVPR20(7649-7658)
IEEE DOI 2008
Neural networks, Estimation, Dynamics, Robustness, Training, Cameras, Task analysis BibRef

Ding, T.J.[Tian-Jiao], Yang, Y.C.[Yun-Chen], Zhu, Z.H.[Zhi-Hui], Robinson, D.P.[Daniel P.], Vidal, R.[René], Kneip, L.[Laurent], Tsakiris, M.C.[Manolis C.],
Robust Homography Estimation via Dual Principal Component Pursuit,
CVPR20(6079-6088)
IEEE DOI 2008
Estimation, Robustness, Computational modeling, Optimization, Tensile stress, Geometry, Computer vision BibRef

Zhang, J.R.[Ji-Rong], Wang, C.[Chuan], Liu, S.C.[Shuai-Cheng], Jia, L.P.[Lan-Peng], Ye, N.J.[Nian-Jin], Wang, J.[Jue], Zhou, J.[Ji], Sun, J.[Jian],
Content-aware Unsupervised Deep Homography Estimation,
ECCV20(I:653-669).
Springer DOI 2011
basic image alignment method in many applications. BibRef

Nakano, G.[Gaku], Shibata, T.[Takashi],
Fast and Robust Homography Estimation by Adaptive Graduated non-Convexity,
ICIP19(2556-2560)
IEEE DOI 1910
Homography, Robust Estimation, Graduated Non-Convexity, RANSAC BibRef

Zeng, R.[Rui], Denman, S.[Simon], Sridharan, S.[Sridha], Fookes, C.[Clinton],
Rethinking Planar Homography Estimation Using Perspective Fields,
ACCV18(VI:571-586).
Springer DOI 1906
computing a bijective linear mapping of pixels between two images. BibRef

Nakano, G.,
Accelerated RANSAC for 2D homography estimation based on global brightness consistency,
ICIP17(131-135)
IEEE DOI 1803
Acceleration, Brightness, Estimation, Image color analysis, Lighting, Parameter estimation, 2D homography, robust estimation BibRef

Japkowicz, N., Nowruzi, F.E., Laganiere, R.,
Homography Estimation from Image Pairs with Hierarchical Convolutional Networks,
DeepLearn-G17(904-911)
IEEE DOI 1802
Computational modeling, Data mining, Data models, Estimation, Feature extraction, Training BibRef

Bergamasco, F.[Filippo], Cosmo, L., Schiavinato, M., Albarelli, A.[Andrea], Torsello, A.[Andrea],
Dense multi-view homography estimation and plane segmentation,
ICPR16(3739-3744)
IEEE DOI 1705
Cameras, Clutter, Estimation, Image segmentation, Optimization, Synchronization, Three-dimensional, displays BibRef

Alvarez, L.[Luis], Caselles, V.[Vicent],
Homography estimation using one ellipse correspondence and minimal additional information,
ICIP14(4842-4846)
IEEE DOI 1502
Calibration BibRef

Seo, S.[Sanzwon], Jeonz, S.[Soowoonz], Lee, S.[Sanukeun],
Efficient homography estimation method for panorama,
FCV13(209-212).
IEEE DOI 1304
BibRef

Cortés, X.[Xavier], Moreno, C.[Carlos],
Improving the Correspondence Establishment Based on Interactive Homography Estimation,
CAIP13(II:457-465).
Springer DOI 1311
BibRef

Chum, O.[Ondrej], Matas, J.G.[Jiri G.],
Homography estimation from correspondences of local elliptical features,
ICPR12(3236-3239).
WWW Link. 1302
BibRef

Liu, S.G.[Shao-Guo], Wang, H.B.[Hai-Bo], Zhang, J.X.[Ji-Xia], Davoine, F.[Franck], Pan, C.H.[Chun-Hong],
Softferns for homography estimation,
ICIP11(2981-2984).
IEEE DOI 1201
Keypoint matching. Ferns and homography iteratively refine the estimate. BibRef

Thaler, M., Morzinger, R.,
Automatic Inter-image Homography Estimation from Person Detections,
AVSS10(456-461).
IEEE DOI 1009
BibRef

Dubrofsky, E.[Elan], Woodham, R.J.[Robert J.],
Combining Line and Point Correspondences for Homography Estimation,
ISVC08(II: 202-213).
Springer DOI 0812
BibRef

Kirchhof, M.[Michael],
Linear Constraints in Two-View Multiple Homography Estimation of Uncalibrated Scenes,
ISPRS08(B3a: 13 ff).
PDF File. 0807
BibRef

Choi, O.[Ouk], Kim, H.W.[Hyeong-Woo], Kweon, I.S.[In So],
Simultaneous Plane Extraction and 2D Homography Estimation Using Local Feature Transformations,
ACCV07(II: 269-278).
Springer DOI 0711
BibRef

Conomis, C.[Christos],
Conics-Based Homography Estimation from Invariant Points and Pole-Polar Relationships,
3DPVT06(908-915).
IEEE DOI 0606
BibRef

Jain, P.K.[Paresh Kumar],
Homography Estimation from Planar Contours,
3DPVT06(877-884).
IEEE DOI 0606
Contours rather than points of lines. BibRef

Chapter on Registration, Matching and Recognition Using Points, Lines, Regions, Areas, Surfaces continues in
Image Registration -- Using Edges, Lines, Curves, and Corner and other Features .


Last update:Nov 1, 2021 at 09:26:50