12.1.3.2 Image Registration -- The Match Technique, Match Measures

Venot, A., Lebruchec, J.F., and Roucayrol, J.C.,
A New Class of Similarity Measures for Robust Image Registration,
CVGIP(28), No. 2, November 1984, pp. 176-184.
WWW Version. (UER Paris), An alternative to correlation matching: count the number of sign changes in the difference between the two images. This should assume that the intensity differences between the two views are small. This is probably true with current acquisition methods. BibRef 8411

Henshaw, P.D.[Philip D.],
Image comparison system,
US_Patent4,513,441, 04/23/1985.
HTML Version. BibRef 8504

Goshtasby, A.A.,
Piecewise Cubic Mapping Functions for Image Registration,
PR(20), No. 5, 1987, pp. 525-533.
WWW Version. See also 2-D and 3-D Image Registration: For Medical, Remote Sensing, and Industrial Applications. BibRef 8700

Goshtasby, A.A.,
Piecewise Linear Mapping Functions for Image Registration,
PR(19), No. 6, 1986, pp. 459-466.
WWW Version. BibRef 8600

Goshtasby, A.A.,
Correction of Image Deformation from Lens Distortion Using Bezier Patches,
CVGIP(47), No. 3, September 1989, pp. 385-394.
WWW Version. Lens Distortions. BibRef 8909

Maitre, H., Wu, Y.F.,
Improving Dynamic Programming to Solve Image Registration,
PR(20), No. 4, 1987, pp. 443-462.
WWW Version. BibRef 8700
And:
Elastic Matching Versus Rigid Matching by Use of Dynamic Programming,
ICPR88(I: 79-81).
IEEE DOI Link
IEEE Top Reference. BibRef

Zikan, K., Silberberg, T.M.,
The Frobenius Metric in Image Registration,
CVIP92(385-420). BibRef 9200

Chan, C.L., Katsaggelos, A.K.,
Iterative maximum likelihood displacement field estimation in quantum-limited image sequences,
IP(4), No. 6, June 1995, pp. 743-751.
IEEE DOI Link 0402
Registration in quantum limited images. BibRef

Sato, J.[Jun], Cipolla, R.[Roberto],
Image Registration Using Multi-Scale Texture Moments,
IVC(13), No. 5, June 1995, pp. 341-353.
WWW Version. See also Extracting the Affine Transformation from Texture Moments.
Postscript Version. BibRef 9506
Earlier: BMVC94(95-104).
PDF Version. 9409
BibRef

Jacq, J.J., Roux, C.,
Registration of 3-D Images by Genetic Optimization,
PRL(16), No. 8, August 1995, pp. 823-841. BibRef 9508
Earlier:
Registration of Non-Segmented Images Using a Genetic Algorithm,
CVRMed95(XX-YY) BibRef

Jacq, J.J., Roux, C.,
Geodesic morphometry with applications to 3-D morpho-functional anatomy,
PIEEE(91), No. 10, October 2003, pp. 1680-1698.
IEEE DOI Link 0310
BibRef

Alexandrov, V.V., Gorsky, N.D., Mysko, S.N.,
Recursive Pyramids and Their Use for Image Coding,
PRL(2), 1984, pp. 301-310. BibRef 8400

Alexandrov, V.V., Gorsky, N.D., Mysko, S.N.,
A Fast Technique for Recursive Scene Matching Using Pyramids,
PRL(3), 1985, pp. 413-419. BibRef 8500

Paumard, J.,
Robust Comparison of Binary Images,
PRL(18), No. 10, October 1997, pp. 1057-1063. 9802
BibRef

Schuette, W.[Wade],
Glass patterns in image alignment and analysis,
US_Patent5,613,013, Mar 18, 1997
WWW Version. BibRef 9703

Martinez-Baena, J., Toet, A., Fdez-Vidal, X.R., Garrido, A., Rodriguez-Sanchez, R.,
Computational Visual Distinctness Metric,
OptEng(37), No. 7, July 1998, pp. 1995-2005. 9808
BibRef

Fdez-Vidal, X.R., Garcia, J.A., Fdez-Valdivia, J.,
Using Models of Feature Perception in Distortion Measure Guidance,
PRL(19), No. 1, January 1998, pp. 77-88. 9807
BibRef

Martinez-Baena, J., Fdez-Valdivia, J., Garcia, J.A., Fdez-Vidal, X.R.,
A New Image Distortion Measure Based on a Data-Driven Multisensor Organization,
PR(31), No. 8, August 1998, pp. 1099-1116.
WWW Version. 9807
BibRef

Fdez-Vidal, X.R.[Xose R.], Rodriguez-Sánchez, R., Martinez-Baena, J., Chamorro, J.,
Image Representational Model for Predicting Visual Distinctness of Objects,
ICPR00(Vol I: 689-694).
IEEE DOI Link
HTML Version. 0009
BibRef

di Gesu, V.[Vito], Starovoitov, V.V.[Valery V.],
Distance-based functions for image comparison,
PRL(20), No. 2, February 1999, pp. 207-214. BibRef 9902
Earlier: A2, Only:
Towards a measure of diversity between grey-scale images,
CAIP95(214-221).
Springer DOI Link 9509
BibRef

Starovoitov, V.V., Kose, C., Sankur, B.,
Generalized distance based matching of nonbinary images,
ICIP98(I: 803-807).
IEEE DOI Link 9810
BibRef

Yang, Z.[Zhengwei], 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 Abstract. IEEE Top Reference.
WWW Version. BibRef 9908

Shao, J.,
Global image feature correspondence under a multi-image network,
IVC(17), No. 14, 17 November 1999, pp. 1021-1030.
WWW Version. 9911
BibRef

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

Fredriksson, K.[Kimmo], Ukkonen, E.[Esko],
Combinatorial methods for approximate image matching under translations and rotations,
PRL(20), No. 11-13, November 1999, pp. 1249-1258. 0001
BibRef

Roche, A.[Alexis], Malandain, G.[Grégoire], Ayache, N.J.[Nicholas J.],
Unifying maximum likelihood approaches in medical image registration,
IJIST(11), No. 1, 2000, pp. 71-80. 0005
BibRef

Mustaffar, M., Mitchell, H.L.,
Improving area-based matching by using surface gradients in the pixel co-ordinate transformation,
PandRS(56), No. 1, June 2001, pp. 42-52.
HTML Version. 0108
BibRef

Mei, X.L.[Xue-Liang], Gong, P.[Peng], Beging, G.S.[Greg S.],
Image Matching Based on Tracking Matching Paths in the Similarity Space,
PhEngRS(67), No. 4, April 2001, pp. 453-461.
WWW Version. Surface continuity and ordering constraints by tracking connected local peak points in the space of matching similarity. 0105
BibRef

McGarry, E.J.[E. John],
Pattern similarity metric for image search, registration, and comparison,
US_Patent6,154,567, Nov 28, 2000
WWW Version. BibRef 0011

Pettersson, M.[Magnus], Rosenqvist, A.[Anders], Heyden, A.[Anders], Almers, M.[Martin],
Feature-free registration of dissimilar images using a robust similarity metric,
US_Patent6,268,611, Jul 31, 2001
WWW Version. BibRef 0107

Wang, J.H.[Jung-Hua], Huang, H.[Hao], Chen, J.L.[Jin-Liang],
PCT: A technique to probe cluster terrain,
PRL(23), No. 10, August 2002, pp. 1153-1168.
HTML Version. 0205
Region growing based dense matching. Modified SSD. BibRef

Tang, L.[Li], Wu, C.K.[Cheng-Ke], Chen, Z.Z.[Ze-Zhi],
Image dense matching based on region growth with adaptive window,
PRL(23), No. 10, August 2002, pp. 1169-1178.
HTML Version. 0205
BibRef

Stephens, P.J., Jones, A.S.,
A Computationally Efficient Discrete Backus-Gilbert Footprint-Matching Algorithm,
GeoRS(40), No. 8, August 2002, pp. 1865-1878.
IEEE Top Reference. 0210
To register datasets (not just images). BibRef

Stephens, P.J., Jones, A.S.,
Bounds on the Variance in the Pattern Matching Criteria,
GeoRS(44), No. 9, September 2006, pp. 2514-2522.
IEEE DOI Link 0609
BibRef

Wu, Y.T., Chen, L.F.[Li-Fen], Lee, P.L.[Po-Lei], Yeh, T.C.[Tzu-Chen], Hsieh, J.C.[Jen-Chuen],
Discrete signal matching using coarse-to-fine wavelet basis functions,
PR(36), No. 1, January 2003, pp. 171-192.
WWW Version. 0210
BibRef

Zhu, Y.M.[Yang-Ming], Cochoff, S.M.,
Likelihood maximization approach to image registration,
IP(11), No. 12, December 2002, pp. 1417-1426.
IEEE DOI Link 0301
BibRef

Hasler, D.[David], Sbaiz, L.[Luciano], Susstrunk, S.[Sabine], Vetterli, M.[Martin],
Outlier modeling in image matching,
PAMI(25), No. 3, March 2003, pp. 301-315.
IEEE Abstract. IEEE Top Reference.
WWW Version. 0301
Match compares pixel difference. Outlier is usually caused by occlusions. BibRef

Holmes, A.S., Rose, C.J., Taylor, C.J.,
Transforming Pixel Signatures into an Improved Metric Space,
IVC(20), No. 9-10, August 2002, pp. 701-707.
WWW Version. 0208
BibRef
Earlier: A1, A3 only: BMVC00(xx-yy).
PDF Version. 0009
BibRef

Holmes, A.S., Taylor, C.J.,
Developing a Measure of Similarity between Pixel Signatures,
BMVC99(Low and High-Level Feature Detection).
PDF Version. BibRef 9900

Holmes, A.S., Rose, C.J., Taylor, C.J.,
Measuring similarity between pixel signatures,
IVC(20), No. 5-6, 15 April 2002, pp. 331-340.
WWW Version.
HTML Version. 0204
BMVC issue BibRef
And: Also: IVC(20), No. 4, April 2002, pp. 239-248.
WWW Version. 0203
BibRef

Wang, J.[Jia],
System and method for determining a level of similarity among more than one image and a segmented data structure for enabling such determination,
US_Patent6,373,979, Apr 16, 2002
WWW Version. BibRef 0204

van der Weken, D.[Dietrich], Nachtegael, M.[Mike], Kerre, E.E.[Etienne E.],
Using similarity measures and homogeneity for the comparison of images,
IVC(22), No. 9, 20 August 2004, pp. 695-702.
WWW Version. 0407
See also Combining neighbourhood-based and histogram similarity measures for the design of image quality measures. BibRef

Bigun, J., Bigun, T., Nilsson, K.,
Recognition by Symmetry Derivatives and the Generalized Structure Tensor,
PAMI(26), No. 12, December 2004, pp. 1590-1605.
IEEE Abstract. IEEE Top Reference. 0411
Differential operators for matching. Apply to tracking and fingerprint alignment. BibRef

Zhao, C.J.[Chun-Jiang], Shi, W.K.[Wen-Kang], Deng, Y.[Yong],
A new Hausdorff distance for image matching,
PRL(26), No. 5, April 2005, pp. 581-586.
WWW Version. 0501
BibRef

Onishi, H.[Hiroyuki], Kanade, T.[Takeo],
Method of and apparatus for searching corresponding points between images, and computer program,
US_Patent6,941,018, Sep 6, 2005
WWW Version. BibRef 0509

Elbakary, M.I.[Mohamed I.], Sundareshan, M.K.[Malur K.],
Accurate representation of local frequency using a computationally efficient Gabor filter fusion approach with application to image registration,
PRL(26), No. 14, 15 October 2005, pp. 2164-2173.
WWW Version. 0510
BibRef

Elbakary, M.I.[Mohamed I.], Sundareshan, M.K.[Malur K.],
Multi-modal image registration using local frequency representation and computer-aided design (CAD) models,
IVC(25), No. 5, 1 May 2007, pp. 663-670.
WWW Version. 0703
Image registration; Object recognition; Multi-sensor signal processing; Sensor fusion BibRef

Learned-Miller, E.G.[Erik G.],
Data Driven Image Models through Continuous Joint Alignment,
PAMI(28), No. 2, February 2006, pp. 236-250.
IEEE DOI Link 0601
Transform images in a set to remove differences. For alignment, artifact removal, bias removal. BibRef

Huang, G.B.[Gary B.], Jain, V.[Vidit], Learned-Miller, E.[Erik],
Unsupervised Joint Alignment of Complex Images,
ICCV07(1-8).
IEEE DOI Link 0710
BibRef

Bouchafa, S.[Samia], Zavidovique, B.[Bertrand],
Efficient cumulative matching for image registration,
IVC(24), No. 1, 1 January 2006, pp. 70-79.
WWW Version. 0602
BibRef
Earlier:
Cumulative level-line matching for image registration,
CIAP03(177-182).
IEEE Abstract. IEEE Top Reference. 0310
BibRef

Cordón, O., Damas, S., Santamaría, J.,
Feature-based image registration by means of the CHC evolutionary algorithm,
IVC(24), No. 5, 1 May 2006, pp. 525-533.
WWW Version. 0606
Genetic algorithms; CHC; Iterative closest point See also fast and accurate approach for 3D image registration using the scatter search evolutionary algorithm, A. BibRef

Peng, D.A.[DaiQi-Ang], Liu, J.[Jian], Tian, J.[JinWen], Zheng, S.[Sheng],
Transformation model estimation of image registration via least square support vector machines,
PRL(27), No. 12, September 2006, pp. 1397-1404.
WWW Version. 0606
Least squares support vector machine; Geometric distortion BibRef

Pitiot, A.[Alain], Delingette, H.[Hervé], Thompson, P.M.[Paul M.],
Learning Shape Correspondence for n-D curves,
IJCV(71), No. 1, January 2007, pp. 71-88.
Springer DOI Link 0609
Add explicit knowledget of what is being matched. BibRef

Pitiot, A.[Alain], Guimond, A.[Alexandre],
Geometrical Regularization of Displacement Fields with Application to Biological Image Registration,
WBIR06(101-109).
Springer DOI Link 0607
BibRef

Ji, L.[Lei], Gallo, K.[Kevin],
An Agreement Coefficient for Image Comparison,
PhEngRS(72), No. 7, July 2006, pp. 823-834.
WWW Version. 0610
A non-dimensional measure of agreement was developed to evaluate the agreement between two different images. BibRef

Haber, E.[Eldad], Modersitzki, J.[Jan],
Image Registration with Guaranteed Displacement Regularity,
IJCV(71), No. 3, March 2007, pp. 361-372.
Springer DOI Link 0001
BibRef
Earlier:
A Scale Space Method for Volume Preserving Image Registration,
ScaleSpace05(561-572).
WWW Version. 0505
BibRef

Haber, E.[Eldad], Heldmann, S.[Stefan], Modersitzki, J.[Jan],
A Scale-Space Approach to Landmark Constrained Image Registration,
SSVM09(612-623).
Springer DOI Link 0906
BibRef

Liu, Z.[Zheng], Laganière, R.[Robert],
Phase congruence measurement for image similarity assessment,
PRL(28), No. 1, 1 January 2007, pp. 166-172.
WWW Version. 0611
Feature extraction; Phase congruence; Image comparison; Image quality evaluation BibRef

Liu, Z.[Zheng], Laganière, R.[Robert],
Context enhancement through infrared vision: a modified fusion scheme,
SIViP(1), No. 4, October 2007, pp. 293-301.
Springer DOI Link 0711
BibRef
Earlier:
Registration of IR and EO Video Sequences based on Frame Difference,
CRV07(459-464).
IEEE DOI Link 0705
BibRef

Osadchy, M.[Margarita], Jacobs, D.W.[David W.], Lindenbaum, M.[Michael],
Surface Dependent Representations for Illumination Insensitive Image Comparison,
PAMI(29), No. 1, January 2007, pp. 98-111.
IEEE DOI Link 0701
BibRef
Earlier:
On the Equivalence of Common Approaches to Lighting Insensitive Recognition,
ICCV05(II: 1721-1726).
IEEE DOI Link 0510
Compare correlation and oriented difference of Gaussians. BibRef

Osadchy, M.[Margarita], Lindenbaum, M.[Michael], Jacobs, D.W.[David W.],
Whitening for Photometric Comparison of Smooth Surfaces under Varying Illumination,
ECCV04(Vol IV: 217-228).
WWW Version. 0405
Gaussian model of surfaces. BibRef

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

Szlavik, Z.[Zoltan], Sziranyi, T.[Tamas], Havasi, L.[Laszlo],
Video camera registration using accumulated co-motion maps,
PandRS(61), No. 5, January 2007, pp. 298-306.
WWW Version. 0703
BibRef
Earlier: A1, A3, A2:
Image matching based on co-motion statistics,
3DPVT04(584-591).
IEEE Abstract. IEEE Top Reference. 0412
Image registration; Video sequences See also Stochastic View Registration of Overlapping Cameras Based on Arbitrary Motion. BibRef

Benedek, C.[Csaba], Sziranyi, T.[Tamas], Kato, Z.[Zoltan], Zerubia, J.B.[Josiane B.],
Detection of Object Motion Regions in Aerial Image Pairs With a Multilayer Markovian Model,
IP(18), No. 10, October 2009, pp. 2303-2315.
IEEE DOI Link 0909
BibRef
Earlier:
A Multi-Layer MRF Model for Object-Motion Detection in Unregistered Airborne Image-Pairs,
ICIP07(VI: 141-144).
IEEE DOI Link 0709
Detect motions to use in registration. See also Markov random field image segmentation model for color textured images, A. BibRef

Benedek, C., Havasi, L., Sziranyi, T., Szlavik, Z.,
Motion-based flexible camera registration,
AVSBS05(439-444).
IEEE DOI Link 0602
BibRef

Martin, S.[Stefan], Durrani, T.S.[Tariq S.],
A New Divergence Measure for Medical Image Registration,
IP(16), No. 4, April 2007, pp. 957-966.
IEEE DOI Link 0704
BibRef

Oliveira, R.[Ricardo], Xavier, J.[Joao], Costeira, J.J.[Joao J.],
Multi-view correspondence by enforcement of rigidity constraints,
IVC(25), No. 6, 1 June 2007, pp. 1008-1020.
WWW Version. 0704
BibRef
Earlier: A1, A3, A2:
Optimal Point Correspondence through the Use of Rank Constraints,
CVPR05(II: 1016-1021).
IEEE DOI Link 0507
BibRef
And: A1, A3, A2:
Contour point tracking by enforcement of rigidity constraints,
3DIM05(360-367).
IEEE DOI Link 0508
Multi-view correspondence; Feature matching; Factorization; Constrained optimization; Point correspondence; Structure from motion; Factorization method BibRef

Pires, B.R.[Bernardo Rodrigues], Moura, J.M.F.[Jose M.F.], Xavier, J.M.F.[Joao M.F.],
LASIC: A model invariant framework for correspondence,
ICIP08(2356-2359).
IEEE DOI Link 0810
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Rodrigues, J.J.[Jose J.], Xavier, J.M.F.[Joao M.F.], Aguiar, P.M.Q.[Pedro M.Q.],
Classification of unlabeled point sets using ANSIG,
ICIP08(2360-2363).
IEEE DOI Link 0810
BibRef

Oliveira, R.[Ricardo], Ferreira, R., Costeira, J.J.[Joao J.],
Optimal Multi-frame Correspondence with Assignment Tensors,
ECCV06(III: 490-501).
Springer DOI Link 0608
BibRef

Leow, A.D., Yanovsky, I., Chiang, M.C., Lee, A.D., Klunder, A.D., Lu, A., Becker, J.T., Davis, S.W., Toga, A.W.[Arthur W.], Thompson, P.M.,
Statistical Properties of Jacobian Maps and the Realization of Unbiased Large-Deformation Nonlinear Image Registration,
MedImg(26), No. 6, June 2007, pp. 822-832.
IEEE DOI Link 0706
BibRef

Yanovsky, I.[Igor], Thompson, P.M.[Paul M.], Osher, S.J.[Stanley J.], Leow, A.D.[Alex D.],
Asymmetric and symmetric unbiased image registration: Statistical assessment of performance,
Tensor08(1-8).
IEEE DOI Link 0806
BibRef
Earlier:
Topology Preserving Log-Unbiased Nonlinear Image Registration: Theory and Implementation,
CVPR07(1-8).
IEEE DOI Link 0706
BibRef

Chiang, M.C., Leow, A.D., Klunder, A.D., Dutton, R.A., Barysheva, M., Rose, S.E., McMahon, K.L., de Zubicaray, G.I., Toga, A.W., Thompson, P.M.,
Fluid Registration of Diffusion Tensor Images Using Information Theory,
MedImg(27), No. 4, April 2008, pp. 442-456.
IEEE DOI Link 0804
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Lee, S., Choi, M., Kim, H., Park, F.C.,
Geometric Direct Search Algorithms for Image Registration,
IP(16), No. 9, September 2007, pp. 2215-2224.
IEEE DOI Link 0709
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Jiang, J.Y.[Jia-Yan], Zheng, S.F.[Song-Feng], Toga, A.W.[Arthur W.], Tu, Z.W.[Zhuo-Wen],
Learning based coarse-to-fine image registration,
CVPR08(1-7).
IEEE DOI Link 0806
BibRef

Yang, G.[Gehua], Stewart, C.V.[Charles V.], Sofka, M.[Michal], Tsai, C.L.[Chia-Ling],
Registration of Challenging Image Pairs: Initialization, Estimation, and Decision,
PAMI(29), No. 11, November 2007, pp. 1973-1989.
IEEE DOI Link 0711
Dataset, Matching.
HTML Version. BibRef
Earlier:
Automatic robust image registration system: Initialization, estimation, and decision,
CVS06(23).
IEEE DOI Link 0602
BibRef

Sofka, M.[Michal], Yang, G.[Gehua], Stewart, C.V.[Charles V.],
Simultaneous Covariance Driven Correspondence (CDC) and Transformation Estimation in the Expectation Maximization Framework,
CVPR07(1-8).
IEEE DOI Link 0706
Registration. depends fundamentally on the estimation of uncertainty in point correspondences BibRef

Zadravec, M.[Mirko], Brodnik, A.[Andrej], Mannila, M.[Markus], Wanne, M.[Merja], Zalik, B.[Borut],
A practical approach to the 2D incremental nearest-point problem suitable for different point distributions,
PR(41), No. 2, February 2008, pp. 646-653.
WWW Version. 0711
Incremental nearest-point problem; Point distribution; Skip list; (a,b)-tree BibRef

Arya, K.V., Gupta, P., Kalra, P.K., Mitra, P.,
Image registration using robust M-estimators,
PRL(28), No. 15, 1 November 2007, pp. 1957-1968.
WWW Version. 0711
Robust statistics; M-estimator; Huber statistics; Tukey statistics; Normalized cross-correlation; Influence function BibRef

Crosby, F.[Frank],
Adaptive Correlation Analysis With Non-Overlapping Imagery Indication,
PhEngRS(73), No. 9, September 2007, pp. 1041-1048.
WWW Version. 0709
A method is presented to autonomously register small overlap imagery with the added benefit that the method provides an indication of when the images have no common area. BibRef

Keeling, S.L.[Stephen L.],
Image Similarity Based on Intensity Scaling,
JMIV(29), No. 1, Septmeber 2007, pp. 21-34.
Springer DOI Link 0709
For registration with varying contrast. BibRef

Tang, F.[Feng], Crabb, R.[Ryan], Tao, H.[Hai],
Representing Images Using Nonorthogonal Haar-Like Bases,
PAMI(29), No. 12, December 2007, pp. 2120-2134.
IEEE DOI Link 0711
BibRef
Earlier: A3, A2, A1:
Non-Orthogonal Binary Subspace and Its Applications in Computer Vision,
ICCV05(I: 864-870).
IEEE DOI Link 0510
Space spanned by box-like basis. Implement matching methods. BibRef

Gao, Z.Y.[Zhi-Yong], Gu, B.[Bin], Lin, J.R.[Jia-Rui],
Monomodal image registration using mutual information based methods,
IVC(26), No. 2, 1 February 2008, pp. 164-173.
WWW Version. 0711
Image registration; Mutual information; Normalized mutual information; Interpolation artefact BibRef

Zhang, X.H.[Xiao-Hui], Lin, W.S.[Wei-Si], Xue, P.[Ping],
Just-noticeable difference estimation with pixels in images,
JVCIR(19), No. 1, January 2008, pp. 30-41.
WWW Version. 0711
JND; Visual quality; HVS BibRef

Wen, G.J., Lv, J., Yu, W.,
A High-Performance Feature-Matching Method for Image Registration by Combining Spatial and Similarity Information,
GeoRS(46), No. 4, April 2008, pp. 1266-1277.
IEEE DOI Link 0803
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 Link 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 Link 0901
BibRef

Kim, D.S.[Dong Sik], Lee, K.Y.[Kir-Yung],
Block-Coordinate Gauss–Newton Optimization and Constrained Monotone Regression for Image Registration in the Presence of Outlier Objects,
IP(17), No. 5, May 2008, pp. 798-810.
IEEE DOI Link 0804
BibRef
Earlier:
Block-Coordinate Gauss-Newton/regression Method for Image Registration with Efficient Outlier Detection,
ICIP07(I: 517-520).
IEEE DOI Link 0709
BibRef

Kim, D.S.[Dong Sik], Lee, S.Y.[Su Yeon], Lee, K.Y.[Kir-Yung],
Joint Optimization of Image Registration and Comparametric Exposure Compensation Based on the Lucas-Kanade Algorithm,
ICPR06(III: 905-908).
WWW Version. 0609
See also Iterative Image Registration Technique with an Application to Stereo Vision, An. BibRef

Feng, Z.R.[Zu-Ren], Lu, N.[Na], Jiang, P.[Ping],
Posterior probability measure for image matching,
PR(41), No. 7, July 2008, pp. 2422-2433.
WWW Version. 0804
Similarity measure; Image matching; Visual tracking; Posterior probability BibRef

Lu, N.[Na], Feng, Z.R.[Zu-Ren],
Mathematical model of blob matching and modified Bhattacharyya coefficient,
IVC(26), No. 10, 1 October 2008, pp. 1421-1434.
WWW Version. 0804
Blob matching; Bhattacharyya coefficient; Similarity measure; Mathematical model BibRef

Seppa, M.,
Continuous Sampling in Mutual-Information Registration,
IP(17), No. 5, May 2008, pp. 823-826.
IEEE DOI Link 0804
Use Mutual Information matching to achieve better accuracy. Normally MI does not allow sub-pixel. BibRef

Zhilkin, P.[Peter], Alexander, M.E.[Murray E.], Sun, J.K.[Jian-Kang],
Nonlinear registration using variational principle for mutual information,
PR(41), No. 8, August 2008, pp. 2493-2502.
WWW Version. 0805
Image registration; Mutual information BibRef

Shih, S.W.[Sheng-Wen], Chuang, Y.T., Yu, T.Y.[Tzu-Yi],
An Efficient and Accurate Method for the Relaxation of Multiview Registration Error,
IP(17), No. 6, June 2008, pp. 968-981.
IEEE DOI Link 0711
BibRef

Pele, O.[Ofir], Werman, M.[Michael],
Robust Real-Time Pattern Matching Using Bayesian Sequential Hypothesis Testing,
PAMI(30), No. 8, August 2008, pp. 1427-1443.
IEEE DOI Link 0806
BibRef
Earlier:
Accelerating Pattern Matching or How Much Can You Slide?,
ACCV07(II: 435-446).
Springer DOI Link 0711
Use the results from the previous window -- an extension of the usual convolution speedups. Image distance measures invar5iant to occlusions. Based on Hamming distance. BibRef

Pele, O.[Ofir], Werman, M.[Michael],
A Linear Time Histogram Metric for Improved SIFT Matching,
ECCV08(III: 495-508).
Springer DOI Link 0810
BibRef

Huang, C.R.[Chun-Rong], Chen, C.S.[Chu-Song], Chung, P.C.[Pau-Choo],
Contrast context histogram: An efficient discriminating local descriptor for object recognition and image matching,
PR(41), No. 10, October 2008, pp. 3071-3077.
WWW Version. 0808
BibRef
Earlier:
Contrast Context Histogram: A Discriminating Local Descriptor for Image Matching,
ICPR06(IV: 53-56).
WWW Version. 0609
Image matching; Local descriptor; Object recognition BibRef

Kahl, F.[Fredrik], Hartley, R.I.[Richard I.],
Multiple-View Geometry Under the L_inf-Norm,
PAMI(30), No. 9, September 2008, pp. 1603-1617.
IEEE DOI Link 0808
BibRef
Earlier: A1, Only:
Multiple View Geometry and the L_inf-norm,
ICCV05(II: 1002-1009).
IEEE DOI Link 0510
Rather than sum of squares or L2 norm. BibRef

Strelkov, V.V.,
A new similarity measure for histogram comparison and its application in time series analysis,
PRL(29), No. 13, 1 October 2008, pp. 1768-1774.
WWW Version. 0804
Ordinal histograms; Similarity measure; Time series analysis BibRef

Gómez-García, H.F.[Héctor Fernando], Marroquín, J.L.[José L.], van Horebeek, J.[Johan],
Image registration based on kernel-predictability,
CVIU(112), No. 2, November 2008, pp. 160-172.
WWW Version. 0811
BibRef
Earlier:
Kernel-Predictability: A New Information Measure and Its Application to Image Registration,
ECCV06(III: 502-513).
Springer DOI Link 0608
Multimodal image registration; Parametric and nonparametric transformations; Gini entropy; Information measures BibRef

Du, S.Y.[Shao-Yi], Zheng, N.N.[Nan-Ning], Meng, G., Yuan, Z.,
Affine Registration of Point Sets Using ICP and ICA,
SPLetters(15), No. 1, 2008, pp. 689-692.
IEEE DOI Link 0811
BibRef

Du, S.Y.[Shao-Yi], Zheng, N.N.[Nan-Ning], Ying, S.H.[Shi-Hui], You, Q.[Qubo], Wu, Y.[Yang],
AN Extension of the ICP Algorithm Considering Scale Factor,
ICIP07(V: 193-196).
IEEE DOI Link 0709
BibRef

Shah, C.A., Sheng, Y., Smith, L.C.,
Automated Image Registration Based on Pseudoinvariant Metrics of Dynamic Land-Surface Features,
GeoRS(46), No. 11, November 2008, pp. 3908-3916.
IEEE DOI Link 0812
BibRef

Jeong, K.H.[Kyu-Hwa], Liu, W.F.[Wei-Feng], Han, S.J.[Seung-Ju], Hasanbelliu, E.[Erion], Principe, J.C.[Jose C.],
The correntropy MACE filter,
PR(42), No. 5, May 2009, pp. 871-885.
Elsevier DOI Link
WWW Version. 0902
Minimum average correlation energy (MACE) filter; Correntropy; Reproducing kernel Hilbert space (RKHS); Fast Gauss transform (FGT); Synthetic aperture radar (SAR); Face image recognition BibRef

Siddiqui, A.M.[Adil Masood], Masood, A.[Asif], Saleem, M.[Muhammad],
A locally constrained radial basis function for registration and warping of images,
PRL(30), No. 4, 1 March 2009, pp. 377-390.
Elsevier DOI Link
WWW Version. 0903
BibRef
Earlier: A2, A1, A3:
A Radial Basis Function for Registration of Local Features in Images,
PSIVT07(651-663).
Springer DOI Link 0712
Radial basis function; Image registration; Image warping; Landmarks BibRef

Gerogiannis, D.[Demetrios], Nikou, C.[Christophoros], Likas, A.[Aristidis],
The mixtures of Student's t-distributions as a robust framework for rigid registration,
IVC(27), No. 9, 3 August 2009, pp. 1285-1294.
Elsevier DOI Link
WWW Version. 0906
BibRef
Earlier:
Robust Image Registration using Mixtures of t-distributions,
MMBIA07(1-8).
IEEE DOI Link 0710
BibRef
And:
Rigid Image Registration based on Pixel Grouping,
CIAP07(595-602).
IEEE DOI Link 0709
Image registration; Point set registration; Gaussian mixture model; Mixtures of Student's t-distribution; Expectation-Maximization (EM) algorithm BibRef

Ros, J.[Julien], Laurent, C.[Christophe], Jolion, J.M.[Jean-Michel],
A Bag of Strings Representation for Image Categorization,
JMIV(35), No. 1, September 2009, pp. xx-yy.
Springer DOI Link 0907
See also Cascade of Unsupervised and Supervised Neural Networks for Natural Image Classification, A. BibRef

Ros, J.[Julien], Laurent, C.[Christophe],
Description of Local Singularities for Image Registration,
ICPR06(IV: 61-64).
WWW Version. 0609
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Bartoli, A.E.[Adrien E.],
On Computing the Prediction Sum of Squares Statistic in Linear Least Squares Problems with Multiple Parameter or Measurement Sets,
IJCV(85), No. 2, November 2009, pp. xx-yy.
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A leave one out method. BibRef

Ferreira Junior, P.E.[Perfilino E.], Torreao, J.R.A.[Jose R.A.], Carvalho, P.C.P.[Paulo C.P.],
A Comparative analysis of Green's functions of 1D matching equations for motion synthesis,
PRL(30), No. 14, 15 October 2009, pp. 1321-1334,.
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Green's functions; 1D matching equations; Motion synthesis BibRef

Matungka, R.[Rittavee], Zheng, Y.F.[Yuan F.], Ewing, R.L.[Robert L.],
Image Registration Using Adaptive Polar Transform,
IP(18), No. 10, October 2009, pp. 2340-2354.
IEEE DOI Link 0909
BibRef
Earlier: ICIP08(2416-2419).
IEEE DOI Link 0810
BibRef

Qin, B., Gu, Z., Sun, X., Lv, Y.,
Registration of Images With Outliers Using Joint Saliency Map,
SPLetters(17), No. 1, January 2010, pp. 91-94.
IEEE DOI Link 0911
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Vigdor, B.[Boaz], Francos, J.M.[Joseph M.],
Joint Affine and Radiometric Registration Using Kernel Operators,
CAIP09(549-556).
Springer DOI Link 0909
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Sun, B.[Bing], Feng, J.F.[Ju-Fu], Wang, L.[Liwei],
Learning IMED via shift-invariant transformation,
CVPR09(1398-1405).
IEEE DOI Link 0906
Image distance where pixel relations are used. Analysis of the technique. BibRef

Yang, J.C.[Jian-Chao], Yu, K.[Kai], Gong, Y.H.[Yi-Hong], Huang, T.S.[Thomas S.],
Linear spatial pyramid matching using sparse coding for image classification,
CVPR09(1794-1801).
IEEE DOI Link 0906
SVM using pyramid structure and SIFT descriptors. BibRef

Perronnin, F.[Florent], Liu, Y.[Yan],
Modeling images as mixtures of reference images,
CVPR09(1770-1777).
IEEE DOI Link 0906
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Bruckner, M.[Marcel], Bajramovic, F.[Ferid], Denzler, J.[Joachim],
Geometric and probabilistic image dissimilarity measures for common field of view detection,
CVPR09(2052-2057).
IEEE DOI Link 0906
Matching features to detect pairs with overlap in field of view. BibRef

Myronenko, A.[Andriy], Song, X.[Xubo],
Image registration by minimization of residual complexity,
CVPR09(49-56).
IEEE DOI Link 0906
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And:
Image registration by minimization of Mapping Complexity,
MMBIA09(17-24).
IEEE DOI Link 0906
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Mohamed, W.[Waleed], Ben Hamza, A.[Abdessamad],
Nonextensive Entropic Image Registration,
ICIAR09(116-125).
Springer DOI Link 0907
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Wirth, M.[Michael], Bobier, B.[Bruce],
Registration of the Prokudin-Gorskii Colour Photographs Using a Multiresolution SSIM Algorithm,
ICIAR09(917-926).
Springer DOI Link 0907
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Chen, Q.H., Liu, X.G., Gao, W., Liu, T.L.,
An automatic ground control point matching based on GCP chip database for remote sensing images,
IASP09(13-17).
IEEE DOI Link 0904
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Wegner, K.[Krzysztof], Stankiewicz, O.[Olgierd],
Similarity measures for depth estimation,
3DTV09(1-4).
IEEE DOI Link 0905
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Anderson, K.[Keith], Iftekharuddin, K.M.[Khan M.], White, W.E.[W. Eddie], Kim, P.[Paul],
Binary image registration using cellular simultaneous recurrent networks,
CIMSVP09(61-67).
IEEE DOI Link 0903
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Romero, F.T.[Felipe Trujillo], Devy, M.[Michel],
Registration by using a pseudo color attribute,
ICPR08(1-4).
IEEE DOI Link 0812
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Park, J.H.[Jong-Hyun], Cho, W.H.[Wan-Hyun], Kim, S.W.[Sun-Worl], Park, S.Y.[Soon-Young], Lee, M.E.[Myung-Eun], Jeong, C.B.[Chang-Bu], Lim, J.S.[Jun-Sik], Lee, G.S.[Guee-Sang],
Image Registration using Bayes Theory and a Maximum Likelihood Framework with an EM Algorithm,
IPTA08(1-8).
IEEE DOI Link 0811
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Kuska, J.P.[Jens-Peer], Scheibe, P.[Patrick], Braumann, U.D.[Ulf-Dietrich],
Fast fluid extensions for image registration algorithms,
ICIP08(2408-2411).
IEEE DOI Link 0810
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Sadri, A., Beheshti, A.,
Image registration based on physical forces,
WSSIP08(201-204).
IEEE DOI Link 0806
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Cho, M.[Minsu], Shin, Y.M.[Young Min], Lee, K.M.[Kyoung Mu],
Co-recognition of Image Pairs by Data-Driven Monte Carlo Image Exploration,
ECCV08(IV: 144-157).
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image matching. BibRef

Taylor, C.J.[Camillo Jose], Bhusnurmath, A.[Arvind],
Solving Image Registration Problems Using Interior Point Methods,
ECCV08(IV: 638-651).
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Koeser, K., Koch, R.,
Exploiting Uncertainty Propagation in Gradient-based Image Registration,
BMVC08(xx-yy).
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Xu, D.[Dong], Cham, T.J.[Tat-Jen], Yan, S.C.[Shui-Cheng], Chang, S.F.[Shih-Fu],
Near duplicate image identification with patially Aligned Pyramid Matching,
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IEEE DOI Link 0806
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He, J.F.[Jun-Feng], Chang, S.F.[Shih-Fu], Xie, L.X.[Le-Xing],
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CVPR08(1-7).
IEEE DOI Link 0806
image sililarity BibRef

Lin, Y.P.[Yu-Ping], Medioni, G.[Gerard],
Mutual information computation and maximization using GPU,
CVGPU08(1-6).
IEEE DOI Link
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As in registration computations. BibRef

Cahill, N.D.[Nathan D.], Schnabel, J.A.[Julia A.], Noble, J.A.[J. Alison], Hawkes, D.J.[David J.],
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Tensor08(1-8).
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Springer DOI Link 0906
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Domokos, C.[Csaba], Kato, Z.[Zoltan],
Binary Image Registration Using Covariant Gaussian Densities,
ICIAR08(xx-yy).
Springer DOI Link 0806
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Yi, Z.[Zhao], Soatto, S.[Stefano],
Correspondence Transfer for the Registration of Multimodal Images,
ICCV07(1-8).
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Synave, R., Desbarats, P., Gueorguieva, S.,
Automated Trimmed Iterative Closest Point Algorithm,
ISVC07(II: 489-498).
Springer DOI Link 0711
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Ren, J.C.[Jin-Chang], Vlachos, T.[Theodore], Jiang, J.M.[Jian-Min],
Subspace Extension to Phase Correlation Approach for Fast Image Registration,
ICIP07(I: 481-484).
IEEE DOI Link 0709
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Cleju, I.[Ioan], Saupe, D.[Dietmar],
Stochastic Optimization of Multiple Texture Registration Using Mutual Information,
DAGM07(517-526).
Springer DOI Link 0709
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Tristán, A.[Antonio], Arribas, J.I.[Juan Ignacio],
A Fast B-Spline Pseudo-inversion Algorithm for Consistent Image Registration,
CAIP07(768-775).
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Toshev, A.[Alexander], Shi, J.B.[Jian-Bo], Daniilidis, K.[Kostas],
Image Matching via Saliency Region Correspondences,
CVPR07(1-8).
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Wang, Q.[Quan], You, S.[Suya],
Real-Time Image Matching Based on Multiple View Kernel Projection,
Fusion07(1-8).
IEEE DOI Link 0706
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Richard, F.J.P.[Frederic J.P.], Samson, A.M.M.[Adeline M.M.],
Metropolis-Hasting techniques for finite-element-based registration,
Fusion07(1-6).
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Marçal, A.R.S.[André R. S.],
Automatic Identification and Validation of Tie Points on Hyperspectral Satellite Images from CHRIS/PROBA,
SCIA07(553-561).
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Zhao, S.B.[Shu-Bin],
Image Registration by Simulating Human Vision,
PSIVT07(692-701).
Springer DOI Link 0712
BibRef
Earlier:
Hough-Domain Image Registration By Metaheuristics,
ICARCV06(1-5).
IEEE DOI Link 0612
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Zhou, H.[Hui],
Graph-Based Global Optimization for the Registration of a Set of Images,
PSIVT06(1206-1214).
Springer DOI Link 0612
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Calderon, F.[Felix], Romero, L.[Leonardo], Flores, J.[Juan],
GA-SSD-ARC-NLM for Parametric Image Registration,
CIARP06(227-236).
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Ortega-González, V., Angeles-Yreta, A., Medina-Apodaca, J., Landassuri-Moreno, V., Figueroa-Nazuno, J.,
Eigenconjugation: An Approach for Computing Image Similarity,
CIARP06(237-246).
Springer DOI Link 0611
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Hughes, S.M., Daubechies, I.,
Simpler Alternatives to Information Theoretic Similarity Metrics for Multimodal Image Alignment,
ICIP06(365-368). 0610

IEEE DOI Link BibRef

Peng, D.Q.A.[Dai-Qi-Ang], Wu, D.X.[Ding-Xue], Tian, J.W.[Jin-Wen],
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ICPR06(III: 782-785).
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Alter, F.[François], Matsushita, Y.[Yasuyuki], Tang, X.[Xiaoou],
An Intensity Similarity Measure in Low-Light Conditions,
ECCV06(IV: 267-280).
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Goh, A.[Alvina], Vidal, R.[René],
Segmenting Fiber Bundles in Diffusion Tensor Images,
ECCV08(III: 238-250).
Springer DOI Link 0810
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Algebraic Methods for Direct and Feature Based Registration of Diffusion Tensor Images,
ECCV06(III: 514-525).
Springer DOI Link 0608
Recover local deformation from tensor. BibRef

Kabus, S.[Sven], Franz, A.[Astrid], Fischer, B.[Bernd],
Variational Image Registration with Local Properties,
WBIR06(92-100).
Springer DOI Link 0607
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Sun, Z.H.[Zhao-Hui], Hoogs, A.[Anthony],
Image Comparison by Compound Disjoint Information,
CVPR06(I: 857-862).
IEEE DOI Link 0606
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Wu, H.[Hao], Chen, Y.Q.A.[Yun-Qi-Ang], Fang, T.[Tong],
Coupled Bayesian Framework for Dual Energy Image Registration,
CVPR06(II: 2475-2482).
IEEE DOI Link 0606
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Kun, W.[Wang], Zheng, N.N.[Nan-Ning], Liu, W.X.[Wei-Xiang],
Natural Image Matting with Non-Negative Matrix Factorization,
ICIP05(II: 1186-1189).
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Boufama, B., Ghanem, K.,
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Novatnack, J.[John], Denton, T.[Trip], Shokoufandeh, A.[Ali], Bretzner, L.[Lars],
Stable Bounded Canonical Sets and Image Matching,
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Gan, R.[Rui], Chung, A.C.S.[Albert C. S.],
Robust Optimization Using Disturbance for Image Registration,
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Gan, R.[Rui], Chung, A.C.S.[Albert C. S.],
Distance-Intensity for Image Registration,
CVBIA05(281-290).
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Chen, X.[Xi], Cham, T.J.[Tat-Jen],
High Distortion and Non-Structural Image Matching via Feature Co-occurrence,
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Chen, X.[Xi], Cham, T.J.[Tat-Jen],
Learning Feature Distance Measures for Image Correspondences,
CVPR05(II: 560-567).
IEEE DOI Link 0507
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Earlier:
Discriminative distance measures for image matching,
ICPR04(III: 691-695).
IEEE DOI Link 0409
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Redondo, J.L., Ortigosa, P.M., García, I., Fernández, J.J.,
Image Registration in Electron Microscopy: A Stochastic Optimization Approach,
ICIAR04(II: 141-149).
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Wilkie, K.P., Vrscay, E.R.,
Mutual Information-Based Methods to Improve Local Region-of-Interest Image Registration,
ICIAR05(63-72).
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Lei, H.S.[Han-Sheng], Govindaraju, V.[Venu],
Direct Image Matching by Dynamic Warping,
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Singh, M.[Maneesh], Arora, H.[Himanshu], Ahuja, N.[Narendra],
Robust Registration and Tracking Using Kernel Density Correlation,
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Smith, C., and Campbell, D.R.,
Image Registration Using an Adaptive LMS Algorithm,
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Zhang, J.[Jie], Rangarajan, A.,
Affine image registration using a new information metric,
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Zhang, H.[Hui], Yushkevich, P.A., Gee, J.C.,
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Goldberger, J., Gordon, S., Greenspan, H.,
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Seedahmed, G.[Gamal], Martucci, L.[Lou],
Automated Image Registration Using Geometrical Invariant Parameter Space Clustering (GIPSC),
PCV02(A: 318). 0305
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Song, Y.[Yan], Yuan, X.X.[Xiu-Xiao], Xu, H.G.[Hong-Gen],
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ISPRS08(B3b: 61 ff).
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Wen, G.J.[Gong-Jian], Li, D.R.[De-Ren], Yuan, X.X.[Xiu-Xiao],
A Global Optimal Registration Method for Satellite Remote Sensing Images,
PCV02(A: 394). 0305
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Meshoul, S., Batouche, M.,
Robust Point Correspondence for Image Registration Using Optimization with Extremal Dynamics,
DAGM02(330 ff.).
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Corouge, I.[Isabelle], Hellier, P.[Pierre], Gibaud, B.[Bernard], Barillot, C.[Christian],
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El-Maraghi, T.F., Jepson, A.D.,
Saturated independent color coordinates for image alignment,
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Kim, D.K.[Dong-Keun], Jang, B.T.[Byung-Tae], Hwang, C.J.[Chi-Jung],
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Matching Multiple Views by the Least Square Correlation,
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Gurevich, I.B., Smetanin, Y.G.,
On the Equivalence of Images in Pattern Recognition Problems,
SCIA01(O-Tu2). 0206
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Gurevich, I.B., Smetanin, Y.G., Zhuravlev, Y.I.,
On the Development of an Algebra of Images and Image Analysis Algorithms,
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Corvi, M., Nicchiotti, G.,
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You, J., Pissaloux, E.E., Hellec, J.L., Bonnin, P.,
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Non-parametric local transforms for computing visual correspondence,
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Gong, W., Shi, Q., Cheng, M.,
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Chapter on Registration, Matching and Recognition Using Points, Lines, Regions, Areas, Surfaces continues in
Image Registration, Fourier Transform, Spectral Domain Matching .