12.1.3.5 Image Registration with Subpixel Accuracy

Tian, Q.[Qi], Huhns, M.N.[Michael N.],
Algorithms for Subpixel Registration,
CVGIP(35), No. 2, August 1986, pp. 220-233.
Elsevier DOI 4 subpixel registration algorithms. Correlation interpolation, intensity interpolation, differential, phase correlation. BibRef 8608

Fling, R.T.[Russell T.],
Method for automatic registration of digitized multi-plane images,
US_Patent5,251,271, Oct 5, 1993
WWW Link. BibRef 9310

Pritt, M.D.,
Automated Subpixel Image Registration Of Remotely Sensed Imagery,
IBMRD(38), No. 2, February 1994, pp. 157-166. Large images, 8-18 minutes. Subpixel. Along Epipolar lines. BibRef 9402

Sheikho, K.M., Alarafi, F.,
Image to Image Registration to Produce High Resolution Images,
EORS(14), No. 5, 1997, pp. 763-&. 9804
Super Resolution. BibRef

Thevenaz, P.[Philippe], Ruttimann, U.E., Unser, M.[Michael],
A Pyramid Approach to Subpixel Registration Based on Intensity,
IP(7), No. 1, January 1998, pp. 27-41.
IEEE DOI 9801
BibRef
Earlier:
Iterative multi-scale registration without landmarks,
ICIP95(III: 228-231).
IEEE DOI 9510

See also Improvements of the Inverse Compositional Algorithm for Parametric Motion Estimation. BibRef

Thevenaz, P.[Philippe], Unser, M.[Michael],
A Pyramid Approach to Sub-Pixel Image Fusion Based on Mutual Information,
ICIP96(I: 265-268).
IEEE DOI BibRef 9600

Thevenaz, P., Unser, M.,
Optimization of Mutual Information for Multiresolution Image Registration,
IP(9), No. 12, December 2000, pp. 2083-2099.
IEEE DOI 0011
BibRef
Earlier:
An efficient mutual information optimizer for multiresolution image registration,
ICIP98(I: 833-837).
IEEE DOI 9810
BibRef

Stone, H.S., Orchard, M.T., Chang, E.C.[Ee-Chien], Martucci, S.A.,
A fast direct fourier-based algorithm for subpixel registration of images,
GeoRS(39), No. 10, October 2001, pp. 2235-2243.
IEEE Top Reference. 0111
BibRef

Foroosh, H., Zerubia, J.B., Berthod, M.,
Extension of phase correlation to subpixel registration,
IP(11), No. 3, March 2002, pp. 188-200.
IEEE DOI 0203
BibRef

Althof, R.J., Wind, M.G.J., Dobbins, III, J.T.,
A rapid and automatic image registration algorithm with subpixel accuracy,
MedImg(16), No. 3, June 1997, pp. 308-316.
IEEE Top Reference. 0205
BibRef

Coulter, L.L., Stow, D.A., Baer, S.,
A frame center matching technique for precise registration of multitemporal airborne frame imagery,
GeoRS(41), No. 11, November 2003, pp. 2436-2444.
IEEE Abstract. 0311
BibRef

Shimizu, M.[Masao], Okutomi, M.[Masatoshi],
Sub-Pixel Estimation Error Cancellation on Area-Based Matching,
IJCV(63), No. 3, July 2005, pp. 207-224.
Springer DOI 0505
BibRef
Earlier:
Precise Sub-Pixel Estimation on Area-Based Matching,
ICCV01(I: 90-97).
IEEE DOI 0106
The match technique itself. Applies to many other techniques. BibRef

Shimizu, M.[Masao], Okutomi, M.[Masatoshi],
Multi-Parameter Simultaneous Estimation on Area-Based Matching,
IJCV(67), No. 3, May 2006, pp. 327-342.
Springer DOI 0606
2-D displacement estimation. BibRef

de Souza, R.H.C.[Rafael H.C.], Okutomi, M.[Masatoshi], Torii, A.[Akihiko],
Fast global non-rigid registration for mosaic creation,
ICPR12(2736-2739).
WWW Link. 1302
BibRef

Shimizu, M.[Masao], de Souza, R.H.C.[Rafael H.C.], Yoshimura, S.[Shin], Okutomi, M.[Masatoshi],
Non-rigid registration between color channels based on joint-histogram entropy in subspace,
NORDIA09(312-319).
IEEE DOI 0910
BibRef

Shimizu, M.[Masao], Yano, T.[Takahiro], Okutomi, M.[Masatoshi],
Precise Simultaneous Estimation of Image Deformation Parameters,
VideoRegister04(175).
IEEE DOI 0502
N dimensional image deformation. BibRef

Marai, G.E., Laidlaw, D.H., Crisco, J.J.,
Super-Resolution Registration Using Tissue-Classified Distance Fields,
MedImg(25), No. 2, February 2006, pp. 177-187.
IEEE DOI 0602
BibRef

Balci, M.[Murat], Foroosh, H.[Hassan],
Subpixel Registration Directly from the Phase Difference,
JASP(2006), No. 1, January 2006, pp. 1-11.
WWW Link. 0603

See also Motion Information in the Phase Domain. BibRef

Balci, M.[Murat], Foroosh, H.[Hassan],
Subpixel Estimation of Shifts Directly in the Fourier Domain,
IP(15), No. 7, July 2006, pp. 1965-1972.
IEEE DOI 0606
BibRef
Earlier:
Estimating Sub-Pixel Shifts Directly from the Phase Difference,
ICIP05(I: 1057-1060).
IEEE DOI 0512
BibRef
Earlier: A2, A1:
Sub-pixel registration and estimation of local shifts directly in the fourier domain,
ICIP04(III: 1915-1918).
IEEE DOI 0505
BibRef

Woods, N.A., Galatsanos, N.P., Katsaggelos, A.K.,
Stochastic Methods for Joint Registration, Restoration, and Interpolation of Multiple Undersampled Images,
IP(15), No. 1, January 2006, pp. 201-213.
IEEE DOI 0601
BibRef
Earlier:
EM-based simultaneous registration, restoration, and interpolation of super resolved images,
ICIP03(II: 303-306).
IEEE DOI 0312
BibRef

Woods, N.A., Galatsanos, N.P.,
Non-Stationary Approximate Bayesian Super-Resolution Using a Hierarchical Prior Model,
ICIP05(I: 37-40).
IEEE DOI 0512
BibRef

Seke, E.[Erol], Özkan, K.[Kemal],
Least Squares Sub-pixel Registration Refinement Using Area Sampler Model,
JMIV(26), No. 1-2, November 2006, pp. 19-25.
Springer DOI 0701
BibRef

Rogers, M., Graham, J.,
Robust and Accurate Registration of 2-D Electrophoresis Gels Using Point-Matching,
IP(16), No. 3, March 2007, pp. 624-635.
IEEE DOI 0703
ICP with non-Euclidean distance metric and a robust estimation of transform parameters. BibRef

Rogers, M., Graham, J., Tong, R.P.,
2 Dimensional Electrophoresis Gel Registration Using Point Matching and Local Image-Based Refinement,
BMVC04(xx-yy).
HTML Version. 0508
BibRef

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

Chen, L., Yap, K.H.,
An Effective Technique for Subpixel Image Registration Under Noisy Conditions,
SMC-A(38), No. 4, July 2008, pp. 881-887.
IEEE DOI 0806
BibRef

Karybali, I.G.[Irene G.], Psarakis, E.Z.[Emmanouil Z.], Berberidis, K.[Kostas], Evangelidis, G.D.[Georgios D.],
An efficient spatial domain technique for subpixel image registration,
SP:IC(23), No. 9, October 2008, pp. 711-724.
Elsevier DOI 0810
Fast image registration; Subpixel accuracy; Correlation coefficient function BibRef

Rohde, G.K., Aldroubi, A., Healy, D.M.,
Interpolation Artifacts in Sub-Pixel Image Registration,
IP(18), No. 2, February 2009, pp. 333-345.
IEEE DOI 0901
BibRef

He, B.[Bei], Wang, G.J.[Gui-Jin], Lin, X.G.[Xing-Gang], Shi, C.B.[Chen-Bo], Liu, C.X.[Chun-Xiao],
High-Accuracy Sub-Pixel Registration for Noisy Images Based on Phase Correlation,
IEICE(E94-D), No. 12, December 2011, pp. 2541-2544.
WWW Link. 1112
BibRef

Shi, C.B.[Chen-Bo], Wang, G.J.[Gui-Jin], Yin, X.W.[Xuan-Wu], Pei, X., He, B.[Bei], Lin, X.G.[Xing-Gang],
High-Accuracy Stereo Matching Based on Adaptive Ground Control Points,
IP(24), No. 4, April 2015, pp. 1412-1423.
IEEE DOI 1503
Cost function
See also High-Accuracy and Quick Matting Based on Sample-Pair Refinement and Local Optimization.
See also Interleaving Updating Framework of Disparity and Confidence Map for Stereo Matching, An. BibRef

Xu, L.[Li], Jia, J.Y.[Jia-Ya], Kang, S.B.[Sing Bing],
Improving sub-pixel correspondence through upsampling,
CVIU(116), No. 2, February 2012, pp. 250-261.
Elsevier DOI 1201
Sub-pixel correspondence; Stereo matching; Optical flow; Interpolation error; Regularization bias BibRef

Fouad, M.M.[Mohamed M.], Dansereau, R.M.[Richard M.], Whitehead, A.D.[Anthony D.],
Image Registration Under Illumination Variations Using Region-Based Confidence Weighted M -Estimators,
IP(21), No. 3, March 2012, pp. 1046-1060.
IEEE DOI 1203
BibRef
Earlier:
Two-step super-resolution technique using bounded total variation and bisquare M-estimator under local illumination changes,
ICIP11(1357-1360).
IEEE DOI 1201
BibRef
Earlier:
Image registration under local illumination variations using robust bisquare M-estimation,
ICIP10(917-920).
IEEE DOI 1009
Sub-pixel registration with variations due to shadows. BibRef

Fouad, M.M.[Mohamed M.], Dansereau, R.M.[Richard M.], Whitehead, A.D.[Anthony D.],
Geometric image registration under arbitrarily-shaped locally variant illuminations,
SIViP(6), No. 4, November 2012, pp. 521-532.
WWW Link. 1210
BibRef
Earlier:
Geometric Image Registration under Locally Variant Illuminations Using Huber M-estimator,
ICISP10(10-18).
Springer DOI 1006
BibRef
Earlier:
Geometric registration of images with arbitrarily-shaped local intensity variations from shadows,
ICIP09(201-204).
IEEE DOI 0911
BibRef

Ali, H.K., Whitehead, A.D.[Anthony D.],
Registration of Modern and Historic Imagery for Timescape Creation,
CRV16(124-131)
IEEE DOI 1612
cultural heritage BibRef

Uss, M.L., Vozel, B., Lukin, V.V., Chehdi, K.,
Efficient Rotation-Scaling-Translation Parameter Estimation Based on the Fractal Image Model,
GeoRS(54), No. 1, January 2016, pp. 197-212.
IEEE DOI 1601
feature extraction BibRef

Ge, Y., Chen, Y., Stein, A., Li, S., Hu, J.,
Enhanced Subpixel Mapping With Spatial Distribution Patterns of Geographical Objects,
GeoRS(54), No. 4, April 2016, pp. 2356-2370.
IEEE DOI 1604
Distribution functions BibRef

He, D.[Da], Zhong, Y.F.[Yan-Fei], Feng, R.[Ruyi], Zhang, L.P.[Liang-Pei],
Spatial-Temporal Sub-Pixel Mapping Based on Swarm Intelligence Theory,
RS(8), No. 11, 2016, pp. 894.
DOI Link 1612
BibRef

He, D.[Da], Zhong, Y.F.[Yan-Fei], Zhang, L.P.[Liang-Pei],
Spectral-Spatial-Temporal MAP-Based Sub-Pixel Mapping for Land-Cover Change Detection,
GeoRS(58), No. 3, March 2020, pp. 1696-1717.
IEEE DOI 2003
Joint spectral-spatial-temporal (SST) model, land-cover change detection (LCCD), temporal regularization model BibRef

Haji Rassouliha, A.[Amir], Taberner, A.J.[Andrew J.], Nash, M.P.[Martyn P.], Nielsen, P.M.F.[Poul M. F.],
Motion Correction Using Subpixel Image Registration,
RAMBO16(14-23).
Springer DOI 1703
BibRef

Aydin, V.A.[Vildan Atalay], Foroosh, H.[Hassan],
In-band sub-pixel registration of wavelet-encoded images from sparse coefficients,
SIViP(11), No. 8, November 2017, pp. 1527-1535.
WWW Link. 1710
BibRef

Li, X.G.[Xiang-Guo],
High-Accuracy Subpixel Image Registration With Large Displacements,
GeoRS(55), No. 11, November 2017, pp. 6265-6276.
IEEE DOI 1711
Computational modeling, Computed tomography, Correlation, Estimation, Feature extraction, Robustness, Lucas-Kanade (LK), phase correlation (PC), subpixel accuracy, two-stage framework BibRef

Almonacid-Caballer, J.[Jaime], Pardo-Pascual, J.E.[Josep E.], Ruiz, L.A.[Luis A.],
Evaluating Fourier Cross-Correlation Sub-Pixel Registration in Landsat Images,
RS(9), No. 10, 2017, pp. xx-yy.
DOI Link 1711
BibRef

HajiRassouliha, A.[Amir], Taberner, A.J.[Andrew J.], Nash, M.P.[Martyn P.], Nielsen, P.M.F.[Poul M.F.],
Subpixel phase-based image registration using Savitzky-Golay differentiators in gradient-correlation,
CVIU(170), 2018, pp. 28-39.
Elsevier DOI 1806
Subpixel image registration, Deformation measurement, Gradient-correlation, Phase-based methods, Savitzky-Golay differentiators BibRef

Jakovljevic, R.[Radomir], Beric, A.[Aleksandar], van Dalen, E.[Edwin], Milicev, D.[Dragan],
New access modes of parallel memory subsystem for sub-pixel motion estimation,
RealTimeIP(15), No. 2, August 2018, pp. 279-296.
Springer DOI 1808
BibRef

Briand, T.[Thibaud], Facciolo, G.[Gabriele], Sánchez, J.[Javier],
Improvements of the Inverse Compositional Algorithm for Parametric Motion Estimation,
IPOL(8), 2018, pp. 435-464.
DOI Link 1901
Code, Registration.
See also Equivalence and Efficiency of Image Alignment Algorithms.
See also Pyramid Approach to Subpixel Registration Based on Intensity, A. BibRef

Wan, X., Liu, J.G., Li, S., Yan, H.,
Phase Correlation Decomposition: The Impact of Illumination Variation for Robust Subpixel Remotely Sensed Image Matching,
GeoRS(57), No. 9, September 2019, pp. 6710-6725.
IEEE DOI 1909
Lighting, Image matching, Remote sensing, Image edge detection, Correlation, Radiometry, Azimuth, Frequency domain analysis, matrix decomposition BibRef

Ye, Z.[Zhen], Xu, Y.S.[Yu-Sheng], Chen, H.[Hao], Zhu, J.W.[Jing-Wei], Tong, X.H.[Xiao-Hua], Stilla, U.[Uwe],
Area-Based Dense Image Matching with Subpixel Accuracy for Remote Sensing Applications: Practical Analysis and Comparative Study,
RS(12), No. 4, 2020, pp. xx-yy.
DOI Link 2003
BibRef

Huang, Q.R.[Qi-Rui], Yang, X.[Xuan],
Subpixel image registration regularised by L_1 and L_2 norms,
IET-IPR(14), No. 12, October 2020, pp. 2845-2854.
DOI Link 2010
BibRef

Song, M., Zhong, Y., Ma, A., Xu, X., Zhang, L.,
Multiobjective Subpixel Mapping With Multiple Shifted Hyperspectral Images,
GeoRS(58), No. 11, November 2020, pp. 8176-8191.
IEEE DOI 2011
Hyperspectral imaging, Graphical models, Distribution functions, Optimization, Memetics, Spatial resolution, Hyperspectral imagery, subpixel mapping (SPM) BibRef

Wu, S.L.[Shu-Lei], Zeng, W.K.[Wan-Kang], Chen, H.D.[Huan-Dong],
A sub-pixel image registration algorithm based on SURF and M-estimator sample consensus,
PRL(140), 2020, pp. 261-266.
Elsevier DOI 2012
Sub-pixel, Image registration, Speeded up robust features (SURF), M-estimator sample consensus (MSAC) BibRef

Li, Z.X.[Zhen-Xuan], Shi, W.Z.[Wen-Zhong], Zhu, Y.C.[Yong-Chao], Zhang, H.[Hua], Hao, M.[Ming], Cai, L.P.[Li-Ping],
Subpixel Change Detection Based on Radial Basis Function with Abundance Image Difference Measure for Remote Sensing Images,
RS(13), No. 5, 2021, pp. xx-yy.
DOI Link 2103
BibRef

Lee, W.J.[Woo-Ju], Sim, D.G.[Dong-Gyu], Oh, S.J.[Seoung-Jun],
A CNN-Based High-Accuracy Registration for Remote Sensing Images,
RS(13), No. 8, 2021, pp. xx-yy.
DOI Link 2104
BibRef

Rasmy, L.[Laila], Sebari, I.[Imane], Ettarid, M.[Mohamed],
Automatic Sub-Pixel Co-Registration of Remote Sensing Images Using Phase Correlation and Harris Detector,
RS(13), No. 12, 2021, pp. xx-yy.
DOI Link 2106
BibRef

He, D.[Da], Zhong, Y.F.[Yan-Fei], Wang, X.Y.[Xin-Yu], Zhang, L.P.[Liang-Pei],
Deep Convolutional Neural Network Framework for Subpixel Mapping,
GeoRS(59), No. 11, November 2021, pp. 9518-9539.
IEEE DOI 2111
Convolutional neural networks, Uncertainty, Hyperspectral imaging, Kernel, Training, Superresolution, super-resolution (SR) network BibRef

Hikosaka, S.[Shuhei], Tonooka, H.[Hideyuki],
Image-to-Image Subpixel Registration Based on Template Matching of Road Network Extracted by Deep Learning,
RS(14), No. 21, 2022, pp. xx-yy.
DOI Link 2212
BibRef

Kloepfer, D.A.[Dominik A.], Henriques, J.F.[João F.], Campbell, D.[Dylan],
SCENES: Subpixel Correspondence Estimation With Epipolar Supervision,
3DV24(21-30)
IEEE DOI 2408
Point cloud compression, Pose estimation, Cameras, Feature extraction, Data models, Odometry, Drones, feature matching, domain shift BibRef

Montagnon, T.[Tristan], Hollingsworth, J.[James], Pathier, E.[Erwan], Marchandon, M.[Mathilde], Mura, M.D.[Mauro Dalla], Giffard-Roisin, S.[Sophie],
Sub-pixel Optical Satellite Image Registration for Ground Deformation Using Deep Learning,
ICIP22(2716-2720)
IEEE DOI 2211
Integrated optics, Satellites, Optical computing, Optical imaging, Adaptive optics, Volcanoes, Optical reflection, geodesy BibRef

Nawaz, A.[Aakif], Kuronen, T.[Toni], Eerola, T.[Tuomas], Lensu, L.[Lasse], Kälviäinen, H.[Heikki],
On De-Interlacing and Sub-Pixel Precision Tracking,
IVCNZ21(1-6)
IEEE DOI 2201
De-interlacing, Hand Tracking, Key-point Annotation, Human Computer Interaction BibRef

Chen, W.T.[Wei-Tao], Wang, Z.B.[Zhi-Bin], Li, H.[Hao],
Get better 1 pixel PCK: ladder scales correspondence flow networks for remote sensing image matching in higher resolution,
LUAI21(742-751)
IEEE DOI 2112
Earth, Deep learning, Image resolution, Correlation, Image matching, Semantics, Transformers BibRef

Schroeter, J.[Julien], Tuytelaars, T.[Tinne], Sidorov, K.[Kirill], Marshall, D.[David],
Learning Multi-instance Sub-pixel Point Localization,
ACCV20(V:669-686).
Springer DOI 2103
BibRef

Hurtubise, N., Roy, S.,
Fast Discontinuity-Aware Subpixel Correspondence in Structured Light,
3DV20(1108-1116)
IEEE DOI 2102
Cameras, Decoding, Lighting, Pattern matching, Image reconstruction, Interpolation, Structured Light BibRef

Bradley, H., Bailey, D., Moan, S.L., Gaenz, P., Simon, S.,
Sub-Pixel Registration Technique for X-ray Phase Contrast Imaging,
IVCNZ19(1-5)
IEEE DOI 2004
biological tissues, image filtering, image registration, image resolution, interpolation, medical image processing, X-ray BibRef

Xie, J.F.[Jun-Feng], Mo, F.[Fan], Yang, C.[Chao], Li, P.[Pin], Tian, S.Q.[Shi-Qiang],
A Novel Sub-pixel Matching Algorithm Based On Phase Correlation Using Peak Calculation,
ISPRS16(B1: 253-257).
DOI Link 1610
BibRef

Cournet, M., Giros, A., Dumas, L., Delvit, J.M., Greslou, D., Languille, F., Blanchet, G., May, S., Michel, J.,
2d Sub-pixel Disparity Measurement Using Qpec / Medicis,
ISPRS16(B1: 291-298).
DOI Link 1610
BibRef

Wei, L.[Liu], Hong, Z.[Zhu], Han, G.J.[Gui-Jin],
NMS-based blurred image sub-pixel registration,
IASP11(98-101).
IEEE DOI 1112
BibRef

Jiao, W.[Weili], Fang, Y.L.[Ya-Ling], He, G.J.[Guo-Jin],
An Integrated Feature Based Method for Sub-Pixel Image Matching,
ISPRS08(B1: 1157 ff).
PDF File. 0807
BibRef

Chen, H.[Hui],
Gradient-based Approach for Fine Registration of Panorama Images,
VMV04(89-96). 0411
BibRef

Hoge, W.S., Mitsouras, D., Rybicki, F.J., Mulkern, R.V., Westin, C.F.,
Registration of multi-dimensional image data via sub-pixel resolution phase correlation,
ICIP03(II: 707-710).
IEEE DOI 0312
BibRef

Zhang, Z.H.[Zhao-Hui], Prinet, V.,
A rough-to-fine satellite image registration method with sub-pixel accuracy,
ICIP02(III: 385-388).
IEEE DOI 0210
BibRef

Shekarforoush, H., Berthod, M., Zerubia, J.B.,
Subpixel Image Registration by Estimating the Polyphase Decomposition of the Cross Power Spectrum,
CVPR96(532-537).
IEEE DOI BibRef 9600

Frischholz, R.W.[Robert W.], Spinnler, K.P.[Klaus P.],
A Class of Algorithms for Real-Time Subpixel Registration,
ConferenceEuropto Conference, Munich, June 1993.
PS File. Subpixel registration. BibRef 9306

Chapter on Registration, Matching and Recognition Using Points, Lines, Regions, Areas, Surfaces continues in
Video Registration Techniques, Synchronizing, Synchronization .