12.1.3.2.3 Image Registration, Match Measures, Deformable Match, Affine Matching

Chapter Contents (Back)
Image Registration. Image Matching. Deformation Matching.
See also Image Registration, Point Featres, Key Points, Local Feature.

Yang, Z.W.[Zheng-Wei], Cohen, F.S.[Fernand S.],
Cross-Weighted Moments and Affine Invariants for Image Registration and Matching,
PAMI(21), No. 8, August 1999, pp. 804-814.
IEEE DOI BibRef 9908

Yang, Z.W.[Zheng-Wei], Cohen, F.S.[Fernand S.],
Image Registration and Object Recognition Using Affine Invariants and Convex Hulls,
IP(8), No. 7, July 1999, pp. 934-946.
IEEE DOI BibRef 9907

Domokos, C.[Csaba], Kato, Z.[Zoltan],
Parametric estimation of affine deformations of planar shapes,
PR(43), No. 3, March 2010, pp. 569-578.
Elsevier DOI 1001
BibRef
Earlier:
Binary Image Registration Using Covariant Gaussian Densities,
ICIAR08(xx-yy).
Springer DOI 0806
Image registration; Shape matching; Affine transformation BibRef

Domokos, C.[Csaba], Kato, Z.[Zoltan],
Affine Shape Alignment Using Covariant Gaussian Densities: A Direct Solution,
JMIV(51), No. 3, March 2015, pp. 385-399.
WWW Link. 1504
BibRef
And:
Simultaneous affine registration of multiple shapes,
ICPR12(9-12).
WWW Link. 1302
BibRef

Domokos, C.[Csaba], Nemeth, J.[Jozsef], Kato, Z.[Zoltan],
Nonlinear Shape Registration without Correspondences,
PAMI(34), No. 5, May 2012, pp. 943-958.
IEEE DOI 1204
BibRef
Earlier: A2, A1, A3:
Recovering planar homographies between 2D shapes,
ICCV09(2170-2176).
IEEE DOI 0909
BibRef
And: A2, A1, A3:
Nonlinear registration of binary shapes,
ICIP09(1101-1104).
IEEE DOI 0911
Recover transformation between 2 views. Known shape and its distorted view. No matching, system of nonlinear equations the give the parameters to align the view. BibRef

Németh, J.[József],
Recovering Projective Transformations between Binary Shapes,
ACIVS12(374-383).
Springer DOI 1209
BibRef

Tanács, A.[Attila], Domokos, C.[Csaba], Sladoje, N.[Nataša], Lindblad, J.[Joakim], Kato, Z.[Zoltan],
Recovering Affine Deformations of Fuzzy Shapes,
SCIA09(735-744).
Springer DOI 0906
BibRef

Domokos, C.[Csaba], Kato, Z.[Zoltan],
Realigning 2D and 3D Object Fragments without Correspondences,
PAMI(38), No. 1, January 2016, pp. 195-202.
IEEE DOI 1601
BibRef
Earlier:
Affine Puzzle: Realigning Deformed Object Fragments without Correspondences,
ECCV10(II: 777-790).
Springer DOI 1009
BibRef
Earlier:
Affine alignment of compound objects: A direct approach,
ICIP09(169-172).
IEEE DOI 0911
Integral equations BibRef

Kato, Z.[Zoltan],
A Unifying Framework for Correspondence-Less Linear Shape Alignment,
ICIAR12(I: 277-284).
Springer DOI 1206
BibRef

Souvenir, R.[Richard], Pless, R.[Robert],
Image distance functions for manifold learning,
IVC(25), No. 3, March 2007, pp. 365-373.
Elsevier DOI 0701
BibRef
Earlier:
Isomap and Nonparametric Models of Image Deformation,
Motion05(II: 195-200).
IEEE DOI 0502
What happens to mappings with image deformations. Isomap; Manifolds; Non-parametric registration BibRef

Peter, A.M.[Adrian M.], Rangarajan, A.[Anand],
Maximum Likelihood Wavelet Density Estimation With Applications to Image and Shape Matching,
IP(17), No. 4, April 2008, pp. 458-468.
IEEE DOI 0803
BibRef

Peter, A.M.[Adrian M.], Rangarajan, A.[Anand],
Information Geometry for Landmark Shape Analysis: Unifying Shape Representation and Deformation,
PAMI(31), No. 2, February 2009, pp. 337-350.
IEEE DOI 0901

See also On affine registration of planar point sets using complex numbers. BibRef

Peter, A.M.[Adrian M.], Rangarajan, A.[Anand],
An information geometry approach to shape density Minimum Description Length model selection,
ITCVPR11(1432-1439).
IEEE DOI 1201
BibRef

Kovalsky, S.Z.[Shahar Z.], Cohen, G.[Guy], Hagege, R.R.[Rami R.], Francos, J.M.[Joseph M.],
Decoupled Linear Estimation of Affine Geometric Deformations and Nonlinear Intensity Transformations of Images,
PAMI(32), No. 5, May 2010, pp. 940-946.
IEEE DOI 1003
Register 2 observations of an object, affine transformation of coordinate system, nonlinear intensity changes. BibRef

Bentolila, J.[Jacob], Francos, J.M.[Joseph M.],
Combined Affine Geometric Transformations and Spatially Dependent Radiometric Deformations: A Decoupled Linear Estimation Framework,
IP(20), No. 10, October 2011, pp. 2886-2895.
IEEE DOI 1110
BibRef

Bentolila, J.[Jacob], Francos, J.M.[Joseph M.],
Homography and Fundamental Matrix Estimation from Region Matches Using an Affine Error Metric,
JMIV(49), No. 2, June 2014, pp. 481-491.
Springer DOI 1405
BibRef
Earlier:
Affine consistency graphs for image representation and elastic matching,
ICIP12(2365-2368).
IEEE DOI 1302
BibRef

Bentolila, K.[Kobi], Francos, J.M.[Joseph M.],
Joint Affine and Illumination Estimation Using Scale Manipulation Features,
CIAP09(844-852).
Springer DOI 0909
BibRef

Hagege, R.R.[Rami R.], Francos, J.M.[Joseph M.],
Parametric Estimation of Affine Transformations: An Exact Linear Solution,
JMIV(37), No. 1, May 2010, pp. xx-yy.
Springer DOI 1003
BibRef

Farhan, E.[Erez], Hagege, R.R.[Rami R.],
Geometric Expansion for Local Feature Analysis and Matching,
SIIMS(8), No. 4, 2015, pp. 2771-2813.
DOI Link 1601
BibRef
Earlier:
Point matching via affine region expansion,
ICIP14(383-387)
IEEE DOI 1502
Cameras
See also Matching of Weakly-Localized Features under Different Geometric Models. BibRef

Farhan, E.[Erez], Meir, E.[Elad], Hagege, R.R.[Rami R.],
Local Region Expansion: A Method for Analyzing and Refining Image Matches,
IPOL(7), 2017, pp. 386-398.
DOI Link 1801
Code, Matching. BibRef

Farhan, E.[Erez],
Highly Accurate Matching of Weakly Localized Features,
SIIMS(12), No. 4, 2019, pp. 1833-1863.
DOI Link 1912
BibRef

Vigdor, B.[Boaz], Francos, J.M.[Joseph M.],
Anatomy-Based Registration of Isometrically Transformed Surfaces Using Geodesic Area Functionals,
ACIVS10(I: 93-104).
Springer DOI 1012
BibRef
And:
Joint Affine and Radiometric Registration Using Kernel Operators,
CAIP09(549-556).
Springer DOI 0909
BibRef

Liu, W.[Wei], Wang, Y.T.[Yong-Tian], Chen, J.[Jing], Guo, J.W.[Jun-Wei], Lu, Y.[Yang],
A completely affine invariant image-matching method based on perspective projection,
MVA(23), No. 2, March 2012, pp. 231-242.
WWW Link. 1202
BibRef

Li, D.[Dong], Zhang, Y.H.[Yun-Hua],
A novel approach for the registration of weak affine images,
PRL(33), No. 12, 1 September 2012, pp. 1647-1655.
Elsevier DOI 1208
Fast least trimmed squares (Fast-LTS); Image registration; Parameter estimation; Random sample consensus (RANSAC); Weak affine transformation
See also comment on A novel approach for the registration of weak affine images, A. BibRef

Sommer, S.[Stefan], Nielsen, M.[Mads], Darkner, S.[Sune], Pennec, X.[Xavier],
Higher-Order Momentum Distributions and Locally Affine LDDMM Registration,
SIIMS(6), No. 1, 2013, pp. 341-367.
DOI Link 1304
BibRef

Sommer, S.[Stefan], Nielsen, M.[Mads], Pennec, X.[Xavier],
Sparsity and scale: Compact representations of deformation for diffeomorphic registration,
MMBIA12(217-224).
IEEE DOI 1203
BibRef

Sommer, S.[Stefan], Lauze, F.[François], Nielsen, M.[Mads], Pennec, X.[Xavier],
Sparse Multi-Scale Diffeomorphic Registration: The Kernel Bundle Framework,
JMIV(46), No. 3, July 2013, pp. 292-308.
Springer DOI 1306
BibRef
Earlier:
Kernel Bundle EPDiff: Evolution Equations for Multi-scale Diffeomorphic Image Registration,
SSVM11(677-688).
Springer DOI 1201
BibRef

Darkner, S.[Sune], Vidarte, J.D.T.[José D. T.], Lauze, F.[François],
First Order Locally Orderless Registration,
SSVM21(177-188).
Springer DOI 2106
BibRef

Rakęt, L.L.[Lars Lau], Sommer, S.[Stefan], Markussen, B.[Bo],
A nonlinear mixed-effects model for simultaneous smoothing and registration of functional data,
PRL(38), No. 1, 2014, pp. 1-7.
Elsevier DOI 1402
Data alignment BibRef

Lorenzi, M.[Marco], Pennec, X.[Xavier],
Geodesics, Parallel Transport and One-Parameter Subgroups for Diffeomorphic Image Registration,
IJCV(105), No. 2, November 2013, pp. 111-127.
WWW Link. 1309
BibRef

Lorenzi, M.[Marco], Pennec, X.[Xavier],
Efficient Parallel Transport of Deformations in Time Series of Images: From Schild's to Pole Ladder,
JMIV(50), No. 1-2, September 2014, pp. 5-17.
WWW Link. 1408
BibRef

Darkner, S.[Sune], Sporring, J.[Jon],
Locally Orderless Registration,
PAMI(35), No. 6, June 2013, pp. 1437-1450.
IEEE DOI 1305
Unify range of similarity measures. Discuss observed differences between Parzen Windows and Generalized Partial Volume. BibRef

Pai, A.[Akshay], Sommer, S.[Stefan], Sřrensen, L.[Lauge], Darkner, S.[Sune], Sporring, J.[Jon], Nielsen, M.[Mads],
Kernel Bundle Diffeomorphic Image Registration Using Stationary Velocity Fields and Wendland Basis Functions,
MedImg(35), No. 6, June 2016, pp. 1369-1380.
IEEE DOI 1606
BibRef
Earlier: A1, A2, A4, A3, A5, A6:
Stepwise Inverse Consistent Euler's Scheme for Diffeomorphic Image Registration,
WBIR14(223-230).
Springer DOI 1407
Computational modeling BibRef

Flusser, J.[Jan], Zitová, B.[Barbara],
A comment on 'A novel approach for the registration of weak affine images',
PRL(34), No. 12, 1 September 2013, pp. 1381-1385.
Elsevier DOI 1306
Image registration; Affine transform; Affine subgroups; Weak affine transform; Area-preserving affine transform
See also novel approach for the registration of weak affine images, A. BibRef

Song, Z., Zhou, S., Guan, J.,
A Novel Image Registration Algorithm for Remote Sensing Under Affine Transformation,
GeoRS(52), No. 8, August 2014, pp. 4895-4912.
IEEE DOI 1403
Estimation BibRef

Sit, A., Kihara, D.,
Comparison of Image Patches Using Local Moment Invariants,
IP(23), No. 5, May 2014, pp. 2369-2379.
IEEE DOI 1405
Chebyshev approximation BibRef

Lou, Z.Y.[Zhong-Yu], Gevers, T.,
Image Alignment by Piecewise Planar Region Matching,
MultMed(16), No. 7, November 2014, pp. 2052-2061.
IEEE DOI 1411
affine transforms. Registration. BibRef

Lombaert, H.[Herve], Grady, L.[Leo], Pennec, X.[Xavier], Ayache, N.J.[Nicholas J.], Cheriet, F.[Farida],
Spectral Log-Demons: Diffeomorphic Image Registration with Very Large Deformations,
IJCV(107), No. 3, May 2014, pp. 254-271.
Springer DOI 1404
BibRef
Earlier:
Spectral Demons: Image Registration via Global Spectral Correspondence,
ECCV12(II: 30-44).
Springer DOI 1210
BibRef

Zhang, Q.A.[Qi-Ang], Wang, Y.[Yabin], Wang, L.[Long],
Registration of images with affine geometric distortion based on Maximally Stable Extremal Regions and phase congruency,
IVC(36), No. 1, 2015, pp. 23-39.
Elsevier DOI 1504
Image registration BibRef

Fedorov, V.[Vadim], Arias, P.[Pablo], Sadek, R.[Rida], Facciolo, G.[Gabriele], Ballester, C.[Coloma],
Linear Multiscale Analysis of Similarities between Images on Riemannian Manifolds: Practical Formula and Affine Covariant Metrics,
SIIMS(8), No. 3, 2015, pp. 2021-2069.
DOI Link 1511
BibRef

Swarna Priya, R.M., Prabu, S., Dharun, V.S.,
A Hybrid Particle Swarm Optimization with Affine Transformation Approach for Cloud Free Multi-Temporal Image Registration,
ELCVIA(14), No. 2, 2015, pp. xx-yy.
DOI Link 1601
BibRef

Desai, A.[Alok], Lee, D.J.[Dah-Jye], Ventura, D.[Dan],
An efficient feature descriptor based on synthetic basis functions and uniqueness matching strategy,
CVIU(142), No. 1, 2016, pp. 37-49.
Elsevier DOI 1512
BibRef
Earlier:
Matching Affine Features with the SYBA Feature Descriptor,
ISVC14(II: 448-457).
Springer DOI 1501
Feature detection. Binary feature descriptor called SYnthetic BAsis. Then remove non-affine features. BibRef

Raven, L.[Lindsey], Lee, D.J.[Dah-Jye], Desai, A.[Alok],
Robust synthetic basis feature descriptor,
ICIP17(1542-1546)
IEEE DOI 1803
Advance SYBA. Complexity theory, Detectors, Feature extraction, Histograms, Lighting, Robustness, Visualization, Feature Descriptor, Synthetic Basis Image BibRef

Desai, A.[Alok], Lee, D.J.[Dah-Jye],
Visual Odometry Drift Reduction Using SYBA Descriptor and Feature Transformation,
ITS(17), No. 7, July 2016, pp. 1839-1851.
IEEE DOI 1608
feature extraction BibRef

Rühaak, J.[Jan], König, L.[Lars], Tramnitzke, F.[Florian], Köstler, H.[Harald], Modersitzki, J.[Jan],
A matrix-free approach to efficient affine-linear image registration on CPU and GPU,
RealTimeIP(13), No. 1, March 2017, pp. 205-225.
Springer DOI 1704
BibRef

Ferrante, E.[Enzo], Paragios, N.[Nikos],
Graph-Based Slice-to-Volume Deformable Registration,
IJCV(126), No. 1, January 2018, pp. 36-58.
Springer DOI 1801
BibRef

Barnafi, N., Gatica, G., Hurtado, D.,
Primal and Mixed Finite Element Methods for Deformable Image Registration Problems,
SIIMS(11), No. 4, 2018, pp. 2529-2567.
DOI Link 1901
BibRef

Farhan, E.[Erez],
Matching of Weakly-Localized Features under Different Geometric Models,
IPOL(10), 2020, pp. 1-23.
DOI Link 2003
Code, Matching. Region Matching. BibRef

Papadomanolaki, M.[Maria], Christodoulidis, S.[Stergios], Karantzalos, K.[Konstantinos], Vakalopoulou, M.[Maria],
Unsupervised Multistep Deformable Registration of Remote Sensing Imagery Based on Deep Learning,
RS(13), No. 7, 2021, pp. xx-yy.
DOI Link 2104
BibRef

Peter, L.[Loďc], Alexander, D.C.[Daniel C.], Magnain, C.[Caroline], Iglesias, J.E.[Juan Eugenio],
Uncertainty-Aware Annotation Protocol to Evaluate Deformable Registration Algorithms,
MedImg(40), No. 8, August 2021, pp. 2053-2065.
IEEE DOI 2108
Annotations, Manuals, Visualization, Uncertainty, Gaussian processes, Covariance matrices, Biomedical imaging, Deformable registration, Gaussian processes BibRef


Roufosse, J., Sharma, A., Ovsjanikov, M.,
Unsupervised Deep Learning for Structured Shape Matching,
ICCV19(1617-1627)
IEEE DOI 2004
computer graphics, image matching, neural nets, shape recognition, unsupervised learning, FMNet architecture, BibRef

Ehret, T., Arias, P.,
On the Convergence of PatchMatch and Its Variants,
CVPR18(1121-1129)
IEEE DOI 1812
Convergence, Databases, Approximation algorithms, Image edge detection, Kernel, Computer vision, Collaboration BibRef

Zhang, H., He, X.,
Deep Free-Form Deformation Network for Object-Mask Registration,
ICCV17(4261-4269)
IEEE DOI 1802
image registration, image segmentation, object detection, shape recognition, splines (mathematics), B, FFD network, Transforms BibRef

Chen, K.L.[Kang-Lin], Derksen, A.[Alexander], Heldmann, S.[Stefan], Hallmann, M.[Marc], Berkels, B.[Benjamin],
Deformable Image Registration with Automatic Non-Correspondence Detection,
SSVM15(360-371).
Springer DOI 1506
BibRef

Hassner, T., Wolf, L.B., Dershowitz, N.,
OCR-Free Transcript Alignment,
ICDAR13(1310-1314)
IEEE DOI 1312
Match image of the document with a synthesized image from the transcript. BibRef

Yi, Y.H.[Yao-Hua], Yuan, Y.[Yuan], Su, H.[Hai], Miao, M.J.[Ming-Jing],
Automatic Deformation Inspection Method for Digital Aerial Imagery Based on Statistical Characteristics,
ISSDQ13(117-120).
HTML Version. 1311
BibRef

Jorstad, A.[Anne], Jacobs, D.W.[David W.], Trouvé, A.[Alain],
A Fast Illumination and Deformation Insensitive Image Comparison Algorithm Using Wavelet-Based Geodesics,
ECCV12(IV: 71-84).
Springer DOI 1210
BibRef

Fleck, D.[Daniel], Duric, Z.[Zoran],
Predicting image matching using affine distortion models,
CVPR11(105-112).
IEEE DOI 1106
BibRef
Earlier:
Using Grid Based Feature Localization for Fast Image Matching,
ICIAR11(I: 221-231).
Springer DOI 1106
BibRef
Earlier:
Using Local Affine Invariants to Improve Image Matching,
ICPR10(1844-1847).
IEEE DOI 1008
BibRef
Earlier:
An Evaluation of Affine Invariant-Based Classification for Image Matching,
ISVC09(II: 417-429).
Springer DOI 0911
BibRef
And:
Affine Invariant-Based Classification of Inliers and Outliers for Image Matching,
ICIAR09(268-277).
Springer DOI 0907
Evaluate tentative classifications using affine transformation model. BibRef

Yang, C.M.[Christopher M.], Ravela, S.[Sai],
Deformation invariant image matching by spectrally controlled diffeomorphic alignment,
ICCV09(1303-1310).
IEEE DOI 0909
BibRef

Goh, A.[Alvina], Vidal, R.[René],
Segmenting Fiber Bundles in Diffusion Tensor Images,
ECCV08(III: 238-250).
Springer DOI 0810
BibRef
Earlier:
Algebraic Methods for Direct and Feature Based Registration of Diffusion Tensor Images,
ECCV06(III: 514-525).
Springer DOI 0608
Recover local deformation from tensor. BibRef

Zhang, J.[Jie], Rangarajan, A.,
Affine image registration using a new information metric,
CVPR04(I: 848-855).
IEEE DOI 0408
BibRef

Chapter on Registration, Matching and Recognition Using Points, Lines, Regions, Areas, Surfaces continues in
Homography Estimation .


Last update:Sep 19, 2021 at 21:11:01