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.,
Piecewise Cubic Mapping Functions for Image Registration,
PR(20), No. 5, 1987, pp. 525-533.
WWW Version. BibRef 8700

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

Maitre, H., Wu, Y.,
Improving Dynamic Programming to Solve Image Registration,
PR(20), No. 4, 1987, pp. 443-462.
WWW Version. BibRef 8700

de Castro, E., and Morandi, C.,
Registration of Translated and Rotated Images Using Finite Fourier Transforms,
PAMI(9), No. 5, September 1987, pp. 700-703. BibRef 8709

Anuta, P.E.,
Spatial Registration of Multispectral and Multitemporal Digital Imagery Using Fast Fourier Transform Techniques,
GeoEl(8), October 1970, pp. 353-368. Fourier technique for doing the correlation. BibRef 7010

Chen, Q.S., Defrise, M., Deconinck, F.,
Symmetrical Phase-Only Matched Filtering of Fourier-Mellin Transforms for Image Registration and Recognition,
PAMI(16), No. 12, December 1994, pp. 1156-1168.
IEEE Abstract. IEEE Top Reference.
WWW Version. A lot of older references. BibRef 9412

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.
WWW Version. 0402Registration in quantum limited images. BibRef

Sato, J., Cipolla, R.,
Image Registration Using Multiscale 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). 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.
WWW Version. 0310 BibRef

Reddy, B.S., Chatterji, B.N.,
An FFT-Based Technique for Translation, Rotation, and Scale-Invariant Image Registration,
IP(5), No. 8, August 1996, pp. 1266-1271.
WWW Version. 9608 BibRef

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

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).
WWW Version.
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

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

Starovoitov, V.V.[Valery V.],
Towards a measure of diversity between grey-scale images,
CAIP95(214-221).
WWW Version. 9509 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.
WWW Version. 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

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. 0205Region 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. 0210To 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.
WWW Version. 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.
WWW Version. 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. 0301Match compares pixel difference. Outlier is usually caused by occlusions. BibRef

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. 0204BMVC issue BibRef
And: Also: IVC(20), No. 4, April 2002, pp. 239-248.
WWW Version. 0203 BibRef

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

Rohr, K., Fornefett, M., Stiehl, H.S.,
Spline-Based Elastic Image Registration: Integration of Landmark Errors and Orientation Attributes,
CVIU(90), No. 2, May 2003, pp. 153-168.
WWW Version. 0307 BibRef

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

Baggenstoss, P.M.[Paul M.],
Image Distortion Analysis Using Polynomial Series Expansion,
PAMI(26), No. 11, November 2004, pp. 1438-1451.
IEEE Abstract. IEEE Top Reference. 0410Distortions of handwritten characters. Determine the rotations, translations, scaling, and any other distortions that have been applied. 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. 0411Differential 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

Keller, Y.[Yosi], Shkolnisky, Y.[Yoel], Averbuch, A.[Amir],
The angular difference function and its application to image registration,
PAMI(27), No. 6, June 2005, pp. 969-976.
IEEE Abstract. IEEE Top Reference. 0506 BibRef
And:
A Non Cartesian-FFT Approach to image Alignment,
ICIP05(III: 1048-1051).
WWW Version. 0512 See also Algebraically Accurate Volume Registration Using Euler's Theorem and the 3-D Pseudo-Polar FFT. BibRef

Keller, Y.[Yosi], Averbuch, A.[Amir], Miller, O.,
Robust phase correlation,
ICPR04(II: 740-743).
WWW Version. 0409 BibRef

Keller, Y.[Yosi], Averbuch, A.[Amir],
Multisensor Image Registration via Implicit Similarity,
PAMI(28), No. 5, May 2006, pp. 794-801.
WWW Version. 0604 BibRef
Earlier:
Robust Image alignment using third-order global motion estimation,
BMVC05(xx-yy).
HTML Version. 0509 BibRef
Earlier:
Implicit similarity: a new approach to multi-sensor image registration,
CVPR03(II: 543-548).
IEEE Abstract. IEEE Top Reference. 0307 BibRef

Keller, Y.[Yosi], Averbuch, A.[Amir],
Global parametric image alignment via high-order approximation,
CVIU(109), No. 3, March 2008, pp. 244-259.
WWW Version. 0802Motion estimation; Non-linear optimization; Large motions BibRef

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. 0703Image registration; Object recognition; Multi-sensor signal processing; Sensor fusion BibRef

Liu, H., Guo, B., Feng, Z.,
Pseudo-Log-Polar Fourier Transform for Image Registration,
SPLetters(13), No. 1, January 2006, pp. 17-20.
WWW Version. 0601 BibRef

Learned-Miller, E.G.[Erik G.],
Data Driven Image Models through Continuous Joint Alignment,
PAMI(28), No. 2, February 2006, pp. 236-250.
WWW Version. 0601Transform 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).
WWW Version. 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

Henn, S.[Stefan],
A Full Curvature Based Algorithm for Image Registration,
JMIV(24), No. 2, March 2006, pp. 195-208.
WWW Version. 0605 BibRef

Henn, S.[Stefan], Witsch, K.[Kristian],
A Variational Image Registration Approach Based on Curvature Scale Space,
ScaleSpace05(143-154).
WWW Version. 0505 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. 0606Genetic 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. 0606Least 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.
WWW Version. 0609Add 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).
WWW Version. 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. 0610A 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.
WWW Version. 0001 BibRef
Earlier:
A Scale Space Method for Volume Preserving Image Registration,
ScaleSpace05(561-572).
WWW Version. 0505 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. 0611Feature 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.
WWW Version. 0711 BibRef
Earlier:
Registration of IR and EO Video Sequences based on Frame Difference,
CRV07(459-464).
WWW Version. 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.
WWW Version. 0701 BibRef
Earlier:
On the Equivalence of Common Approaches to Lighting Insensitive Recognition,
ICCV05(II: 1721-1726).
WWW Version. 0510Compare 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. 0405Gaussian 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. 0701Isomap; 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. 0412Image registration; Video sequences See also Stochastic View Registration of Overlapping Cameras Based on Arbitrary Motion. BibRef

Benedek, C., Havasi, L., Sziranyi, T., Szlavik, Z.,
Motion-based flexible camera registration,
AVSBS05(439-444).
WWW Version. 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.
WWW Version. 0704 BibRef

Essannouni, L.[Leila], Ibn-Elhaj, E.[Elhassane], Aboutajdine, D.[Driss],
Fast cross-spectral image registration using new robust correlation,
RealTimeIP(1), No. 2, December 2006, pp. 123-129.
WWW Version. 0001 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).
WWW Version. 0507 BibRef
And: A1, A3, A2:
Contour point tracking by enforcement of rigidity constraints,
3DIM05(360-367).
WWW Version. 0508Multi-view correspondence; Feature matching; Factorization; Constrained optimization; Point correspondence; Structure from motion; Factorization method BibRef

Oliveira, R.[Ricardo], Ferreira, R., Costeira, J.J.[Joao J.],
Optimal Multi-frame Correspondence with Assignment Tensors,
ECCV06(III: 490-501).
WWW Version. 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.
WWW Version. 0706 BibRef

Yanovsky, I.[Igor], Thompson, P.M.[Paul M.], Osher, S.[Stanley], Leow, A.D.[Alex D.],
Asymmetric and symmetric unbiased image registration: Statistical assessment of performance,
Tensor08(1-8).
WWW Version. 0806 BibRef

Yanovsky, I.[Igor], Thompson, P.M.[Paul M.], Osher, S.J.[Stanley J.], Leow, A.D.[Alex D.],
Topology Preserving Log-Unbiased Nonlinear Image Registration: Theory and Implementation,
CVPR07(1-8).
WWW Version. 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.
WWW Version. 0804 BibRef

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.
WWW Version. 0709 BibRef

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).
WWW Version. 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.
WWW Version. 0711 Dataset, Matching.
HTML Version. BibRef
Earlier:
Automatic robust image registration system: Initialization, estimation, and decision,
CVS06(23).
WWW Version. 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).
WWW Version. 0706Registration. 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. 0711Incremental 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. 0711Robust 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. 0709A 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.
WWW Version. 0709For 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.
WWW Version. 0711 BibRef
Earlier: A3, A2, A1:
Non-Orthogonal Binary Subspace and Its Applications in Computer Vision,
ICCV05(I: 864-870).
WWW Version. 0510Space 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. 0711Image 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. 0711JND; 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.
WWW Version. 0803 BibRef

Peter, A.M., Rangarajan, A.,
Maximum Likelihood Wavelet Density Estimation With Applications to Image and Shape Matching,
IP(17), No. 4, April 2008, pp. 458-468.
WWW Version. 0803 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.
WWW Version. 0804 BibRef
Earlier:
Block-Coordinate Gauss-Newton/regression Method for Image Registration with Efficient Outlier Detection,
ICIP07(I: 517-520).
WWW Version. 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.[Zuren], Lu, N.[Na], Jiang, P.[Ping],
Posterior probability measure for image matching,
PR(41), No. 7, July 2008, pp. 2422-2433.
WWW Version. 0804Similarity measure; Image matching; Visual tracking; Posterior probability BibRef

Lu, N.[Na], Feng, Z.[Zuren],
Mathematical model of blob matching and modified Bhattacharyya coefficient,
IVC(26), No. 10, 1 October 2008, pp. 1421-1434.
WWW Version. 0804Blob 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.
WWW Version. 0804Use 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. 0805Image 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.
WWW Version. 0711 BibRef

Duan, W.[Weisheng], Kuester, F.[Falko], Gaudiot, J.L.[Jean-Luc], Hammami, O.[Omar],
Automatic object and image alignment using Fourier Descriptors,
IVC(26), No. 9, 1 September 2008, pp. 1196-1206.
WWW Version. 0806Image alignment; Edge detection; Fourier Descriptors; Correspondence; Transformation; Iterative Closest Point 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.
WWW Version. 0806 BibRef
Earlier:
Accelerating Pattern Matching or How Much Can You Slide?,
ACCV07(II: 435-446).
WWW Version. 0711Use the results from the previous window -- an extension of the usual convolution speedups. Image distance measures invar5iant to occlusions. Based on Hamming distance. 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. 0609Image 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.
WWW Version. 0808 BibRef
Earlier: A1, Only:
Multiple View Geometry and the L_inf-norm,
ICCV05(II: 1002-1009).
WWW Version. 0510Rather 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. 0804Ordinal histograms; Similarity measure; Time series analysis BibRef

He, J.F.[Jun-Feng], Chang, S.F.[Shih-Fu], Xie, L.X.[Le-Xing],
Fast kernel learning for spatial pyramid matching,
CVPR08(1-7).
WWW Version. 0806image sililarity BibRef

Lin, Y.P.[Yu-Ping], Medioni, G.[Gerard],
Mutual information computation and maximization using GPU,
CVGPU08(1-6).
WWW Version.
PDF Version. 0806As in registration computations. BibRef

Cahill, N.D.[Nathan D.], Schnabel, J.A.[Julia A.], Noble, J.A.[J. Alison], Hawkes, D.J.[David J.],
Revisiting overlap invariance in medical image alignment,
Tensor08(1-8).
WWW Version. 0806 BibRef

Domokos, C.[Csaba], Kato, Z.[Zoltan],
Binary Image Registration Using Covariant Gaussian Densities,
ICIAR08(xx-yy).
WWW Version. 0806 BibRef

Chen, T.[Terrence], Huang, T.S.[Thomas S.],
Optimizing Image Registration by Mutually Exclusive Scale Components,
ICCV07(1-8).
WWW Version. 0710 BibRef

Yi, Z.[Zhao], Soatto, S.[Stefano],
Correspondence Transfer for the Registration of Multimodal Images,
ICCV07(1-8).
WWW Version. 0710 BibRef

Masood, A.[Asif], Siddiqui, A.M.[Adil Masood], Saleem, M.[Muhammad],
A Radial Basis Function for Registration of Local Features in Images,
PSIVT07(651-663).
WWW Version. 0712 BibRef

Synave, R., Desbarats, P., Gueorguieva, S.,
Automated Trimmed Iterative Closest Point Algorithm,
ISVC07(II: 489-498).
WWW Version. 0711 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).
WWW Version. 0709 BibRef

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).
WWW Version. 0709 BibRef

Gerogiannis, D.[Demetrios], Nikou, C.[Christophoros], Likas, A.[Aristidis],
Robust Image Registration using Mixtures of t-distributions,
MMBIA07(1-8).
WWW Version. 0710 BibRef
And:
Rigid Image Registration based on Pixel Grouping,
CIAP07(595-602).
WWW Version. 0709 BibRef

Cleju, I.[Ioan], Saupe, D.[Dietmar],
Stochastic Optimization of Multiple Texture Registration Using Mutual Information,
DAGM07(517-526).
WWW Version. 0709 BibRef

Tristán, A.[Antonio], Arribas, J.I.[Juan Ignacio],
A Fast B-Spline Pseudo-inversion Algorithm for Consistent Image Registration,
CAIP07(768-775).
WWW Version. 0708 BibRef

Toshev, A.[Alexander], Shi, J.B.[Jian-Bo], Daniilidis, K.[Kostas],
Image Matching via Saliency Region Correspondences,
CVPR07(1-8).
WWW Version. 0706 BibRef

Wang, Q.[Quan], You, S.[Suya],
Real-Time Image Matching Based on Multiple View Kernel Projection,
Fusion07(1-8).
WWW Version. 0706 BibRef

Shams, R.[Ramtin], Sadeghi, P.[Parastoo], Kennedy, R.A.[Rodney A.],
Gradient Intensity: A New Mutual Information-Based Registration Method,
Fusion07(1-8).
WWW Version. 0706 BibRef

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).
WWW Version. 0706 BibRef

Munim, H.A.E.[Hossam Abd El], Farag, A.A.[Aly A.],
Shape Representation and Registration using Vector Distance Functions,
CVPR07(1-8).
WWW Version. 0706 BibRef

Marçal, A.R.S.[André R. S.],
Automatic Identification and Validation of Tie Points on Hyperspectral Satellite Images from CHRIS/PROBA,
SCIA07(553-561).
WWW Version. 0706 BibRef

Zhao, S.B.[Shu-Bin],
Image Registration by Simulating Human Vision,
PSIVT07(692-701).
WWW Version. 0712 BibRef
Earlier:
Hough-Domain Image Registration By Metaheuristics,
ICARCV06(1-5).
WWW Version. 0612 BibRef

Zhou, H.[Hui],
Graph-Based Global Optimization for the Registration of a Set of Images,
PSIVT06(1206-1214).
WWW Version. 0612 BibRef

Calderon, F.[Felix], Romero, L.[Leonardo], Flores, J.[Juan],
GA-SSD-ARC-NLM for Parametric Image Registration,
CIARP06(227-236).
WWW Version. 0611 BibRef

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).
WWW Version. 0611 BibRef

Hughes, S.M., Daubechies, I.,
Simpler Alternatives to Information Theoretic Similarity Metrics for Multimodal Image Alignment,
ICIP06(365-368). 0610
WWW Version. BibRef

Peng, D.Q.A.[Dai-Qi-Ang], Wu, D.X.[Ding-Xue], Tian, J.W.[Jin-Wen],
A New Efficient SVM-based Image Registration Method,
ICPR06(III: 782-785).
WWW Version. 0609 See also New Efficient SVM-Based Edge Detection Method, A. BibRef

Ros, J.[Julien], Laurent, C.[Christophe],
Description of Local Singularities for Image Registration,
ICPR06(IV: 61-64).
WWW Version. 0609 BibRef

Alter, F.[François], Matsushita, Y.[Yasuyuki], Tang, X.[Xiaoou],
An Intensity Similarity Measure in Low-Light Conditions,
ECCV06(IV: 267-280).
WWW Version. 0608Similarity measure developed from Poisson and quantization noise measures. BibRef

Goh, A.[Alvina], Vidal, R.[René],
Algebraic Methods for Direct and Feature Based Registration of Diffusion Tensor Images,
ECCV06(III: 514-525).
WWW Version. 0608Recover local deformation from tensor. BibRef

Gómez-García, H.F.[Héctor Fernando], Marroquín, J.L.[José L.], van Horebeek, J.[Johan],
Kernel-Predictability: A New Information Measure and Its Application to Image Registration,
ECCV06(III: 502-513).
WWW Version. 0608 BibRef

Kabus, S.[Sven], Franz, A.[Astrid], Fischer, B.[Bernd],
Variational Image Registration with Local Properties,
WBIR06(92-100).
WWW Version. 0607 BibRef

Sun, Z.H.[Zhao-Hui], Hoogs, A.[Anthony],
Image Comparison by Compound Disjoint Information,
CVPR06(I: 857-862).
WWW Version. 0606 BibRef

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).
WWW Version. 0606 BibRef

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).
WWW Version. 0512 BibRef

Boufama, B., Ghanem, K.,
Achieving Efficient Dense Matching for Uncalibrated Images,
ICIP05(I: 1069-1072).
WWW Version. 0512 BibRef

Novatnack, J.[John], Denton, T.[Trip], Shokoufandeh, A.[Ali], Bretzner, L.[Lars],
Stable Bounded Canonical Sets and Image Matching,
EMMCVPR05(316-331).
WWW Version. 0601 BibRef

Gan, R.[Rui], Chung, A.C.S.[Albert C. S.],
Robust Optimization Using Disturbance for Image Registration,
WBIR06(280-288).
WWW Version. 0607 BibRef

Gan, R.[Rui], Chung, A.C.S.[Albert C. S.],
Distance-Intensity for Image Registration,
CVBIA05(281-290).
WWW Version. 0601 BibRef

Chen, X.[Xi], Cham, T.J.[Tat-Jen],
High Distortion and Non-Structural Image Matching via Feature Co-occurrence,
CVPR07(1-8).
WWW Version. 0706 BibRef

Chen, X.[Xi], Cham, T.J.[Tat-Jen],
Learning Feature Distance Measures for Image Correspondences,
CVPR05(II: 560-567).
WWW Version. 0507 BibRef
Earlier:
Discriminative distance measures for image matching,
ICPR04(III: 691-695).
WWW Version. 0409 BibRef

Leordeanu, M.[Marius], Hebert, M.[Martial],
A Spectral Technique for Correspondence Problems Using Pairwise Constraints,
ICCV05(II: 1482-1489).
WWW Version. 0510 BibRef

Cyganek, B.[Boguslaw],
Adaptive Window Growing Technique for Efficient Image Matching,
IbPRIA05(I:308).
WWW Version. 0509To deal with featureless areas. BibRef

Redondo, J.L., Ortigosa, P.M., García, I., Fernández, J.J.,
Image Registration in Electron Microscopy: A Stochastic Optimization Approach,
ICIAR04(II: 141-149).
WWW Version. 0409 BibRef

Wilkie, K.P., Vrscay, E.R.,
Mutual Information-Based Methods to Improve Local Region-of-Interest Image Registration,
ICIAR05(63-72).
WWW Version. 0509 BibRef

Kybic, J.,
High-dimensional mutual information estimation for image registration,
ICIP04(III: 1779-1782).
WWW Version. 0505 BibRef

Huang, X.S.[Xiang-Sheng], Li, S.Z.[Stan Z.], Wang, Y.S.[Yang-Sheng],
Statistical Learning of Evaluation Function for ASM/AAM Image Alignment,
BioAW04(45-56).
WWW Version. 0505 BibRef

Lei, H.S.[Han-Sheng], Govindaraju, V.[Venu],
Direct Image Matching by Dynamic Warping,
FaceVideo04(76).
HTML Version. 0502 BibRef

Singh, M.[Maneesh], Arora, H.[Himanshu], Ahuja, N.[Narendra],
Robust Registration and Tracking Using Kernel Density Correlation,
VideoRegister04(174).
HTML Version. 0502 BibRef

Smith, C., and Campbell, D.R.,
Image Registration Using an Adaptive LMS Algorithm,
ICIPA97(785-789). BibRef 9700

Richard, F.J.P.,
A new approach for the registration of images with inconsistent differences,
ICPR04(IV: 649-652).
WWW Version. 0409 BibRef

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

Zhang, H.[Hui], Yushkevich, P.A., Gee, J.C.,
Registration of diffusion tensor images,
CVPR04(I: 842-847).
IEEE Abstract. IEEE Top Reference. 0408 BibRef

Gluckman, J.,
Gradient field distributions for the registration of images,
ICIP03(II: 691-694).
IEEE Abstract. IEEE Top Reference. 0312 BibRef

Jia, J.Y.[Jia-Ya], Tang, C.K.[Chi-Keung],
Image registration with global and local luminance alignment,
ICCV03(156-163).
WWW Version. 0311 BibRef

Goldberger, J., Gordon, S., Greenspan, H.,
An efficient image similarity measure based on approximations of KL-divergence between two gaussian mixtures,
ICCV03(487-493).
WWW Version. 0311 BibRef

Seedahmed, G.[Gamal], Martucci, L.[Lou],
Automated Image Registration Using Geometrical Invariant Parameter Space Clustering (GIPSC),
PCV02(A: 318). 0305 BibRef

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 BibRef

Meshoul, S., Batouche, M.,
Robust Point Correspondence for Image Registration Using Optimization with Extremal Dynamics,
DAGM02(330 ff.).
HTML Version. 0303 BibRef

Corouge, I.[Isabelle], Hellier, P.[Pierre], Gibaud, B.[Bernard], Barillot, C.[Christian],
A Local Approach for Inter-individual Functional Registration,
INRIARR-4415, March 2002.
HTML Version. 0211 BibRef

El-Maraghi, T.F., Jepson, A.D.,
Saturated independent color coordinates for image alignment,
ICPR02(II: 685-688).
WWW Version. 0211 BibRef

Kim, D.K.[Dong-Keun], Jang, B.T.[Byung-Tae], Hwang, C.J.[Chi-Jung],
A planar perspective image matching using point correspondences and rectangle-to-quadrilateral mapping,
Southwest02(87-91).
IEEE Top Reference. 0208 BibRef

Gimel'Farb, G.L.[Georgy L.], Zhong, J.[Jian],
Matching Multiple Views by the Least Square Correlation,
WTRCV01(105). 0103 BibRef

Gurevich, I.B., Smetanin, Y.G.,
On the Equivalence of Images in Pattern Recognition Problems,
SCIA01(O-Tu2). 0206 BibRef

Gurevich, I.B., Smetanin, Y.G., Zhuravlev, Y.I.,
On the Development of an Algebra of Images and Image Analysis Algorithms,
SCIA99(Pattern Recognition II). BibRef 9900

Breuel, T.M.[Thomas M.],
Implicit Manipulation of Constraint Sets for Geometric Matching under 2D Translation and Rotation,
SCIA01(P-W4A). 0206 BibRef

Mandujano, C.E., Mitra, S.,
Cross-power spectrum phase for automated registration of multi/hyperspectral data-cubes for efficient information retrieval,
Southwest02(111-115).
IEEE Top Reference. 0208 BibRef

Russell, R.[Richard], Sinha, P.[Pawan],
Perceptually-based Comparison of Image Similarity Metrics,
MIT AIM-2001-014, July 2001.
WWW Version. 0205 BibRef

Bride, J.[Jacques], Meer, P.[Peter],
Registration Via Direct Methods: A Statistical Approach,
CVPR01(I:984-989).
IEEE Abstract. IEEE Top Reference. 0110Global registration. BibRef

Shi, F., Hughes, N.R., Roberts, G.,
SSD Matching Using Shift-Invariant Wavelet Transform,
BMVC01(Poster Session 1).
HTML Version. University of Wales 0110 BibRef

Dellaert, F.,
Addressing the Correspondence Problem: A Markov Chain Monte Carlo Approach,
CMU-RI-TR-00-11, January, 2000.
PDF Version. 0102 BibRef

Manduchi, R., Tomasi, C.,
Distinctiveness maps for image matching,
CIAP99(26-31).
WWW Version. 9909 BibRef

Yang, Z.Y.[Zhi-Yong],
Image invariance, scaling features and image similarity,
ICIP98(I: 843-846).
WWW Version. 9810 BibRef

You, J.[Jiangsheng], Lu, W.G.[Wei-Guo], Li, J.[Jian], Gindi, G.[Gene], Liang, Z.R.[Zheng-Rong],
Image matching for translation, rotation and uniform scaling by the Radon transform,
ICIP98(I: 847-851).
WWW Version. 9810 BibRef

Fiore, P.D.,
Image registration using both distance and angle information,
ICIP95(III: 220-223).
WWW Version. 9510 BibRef

Corvi, M., Nicchiotti, G.,
Multiresolution image registration,
ICIP95(III: 224-227).
WWW Version. 9510 BibRef

You, J., Pissaloux, E.E., Hellec, J.L., Bonnin, P.,
A guided image matching approach using Hausdorff distance with interesting points detection,
ICIP94(I: 968-972).
WWW Version. 9411 BibRef

Bonnin, P., Hoeltzener-Douarin, B., Pissaloux, E.E.,
A new way of image data fusion: the multi-spectral cooperative segmentation,
ICIP95(III: 572-575).
WWW Version. 9510 BibRef

Zabih, R.[Ramin], Woodfill, J.[John],
Non-parametric local transforms for computing visual correspondence,
ECCV94(B:151-158).
WWW Version. 9405 BibRef

Gong, W., Shi, Q., Cheng, M.,
Shape and image matching by use of morphology,
ICPR92(II:673-676).
WWW Version. 9208 BibRef

Zhang, T., Peng, J., Lu, W.,
An Optimized Searching Algorithm for Image Matching,
ICPR88(II: 1265-1267).
WWW Version.
IEEE Top Reference. BibRef 8800

Frei, W., Shibata, T., and Chen, C.C.,
Fast Matching of Non-Stationary Images with False Fix Protection,
ICPR80(208-212). BibRef 8000

Schutte, H., Frydrychowicz, S., Schroder, J.,
Scene Matching with Translation Invariant Transforms,
ICPR80(195-198). BibRef 8000

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 .