18.9.3 Non-Rigid Shape from Motion, Point Methods

Chapter Contents (Back)
Motion, Structure. Shape from Motion.

Webb, J.A.[Jon A.], and Aggarwal, J.K.,
Shape and Correspondence,
CVGIP(21), No. 1, January 1983, pp. 145-160.
Elsevier DOI The correspondence problem is solved along with the shape problem. Both of the results must agree. The process starts by determining (guessing) the orientation of one point, then the differences from the two views can tell the orientation at nearby points, continue expanding on this small area until the entire surface is given. BibRef 8301

Bartoli, A.E.[Adrien E.],
The Geometry of Dynamic Scenes: On Coplanar and Convergent Linear Motions Embedded in 3D Static Scenes,
CVIU(98), No. 2, May 2005, pp. 223-238.
Elsevier DOI 0501
BibRef
Earlier: BMVC02(3D and Video). 0208
BibRef

Bartoli, A.E.[Adrien E.],
A random sampling strategy for piecewise planar scene segmentation,
CVIU(105), No. 1, January 2007, pp. 42-59.
Elsevier DOI 0701
Structure-from-motion; Image-based modeling; Planar segmentation BibRef

Olsen, S.I.[S°ren I.], Bartoli, A.E.[Adrien E.],
Implicit Non-Rigid Structure-from-Motion with Priors,
JMIV(31), No. 2-3, July 2008, pp. 233-244.
WWW Link. 0711
BibRef
Earlier:
Using Priors for Improving Generalization in Non-Rigid Structure-from-Motion,
BMVC07(xx-yy).
PDF File. 0709
BibRef
Earlier: A2, A1:
A Batch Algorithm for Implicit Non-rigid Shape and Motion Recovery,
WDV06(257-269).
Springer DOI 0705
BibRef

Guilbert, N.[Nicolas], Bartoli, A.E.[Adrien E.], Heyden, A.[Anders],
Affine Approximation for Direct Batch Recovery of Euclidian Structure and Motion from Sparse Data,
IJCV(69), No. 3, September 2006, pp. 317-333.
Springer DOI 0606
BibRef

Farenzena, M.[Michela], Bartoli, A.E.[Adrien E.], Mezouar, Y.[Youcef],
Efficient Camera Smoothing in Sequential Structure-from-Motion Using Approximate Cross-Validation,
ECCV08(III: 196-209).
Springer DOI 0810
BibRef

Vidal, R.[Rene], Hartley, R.I.[Richard I.],
Three-View Multibody Structure from Motion,
PAMI(30), No. 2, February 2008, pp. 214-227.
IEEE DOI 0712
BibRef
Earlier: A2, A1:
The Multibody Trifocal Tensor: Motion Segmentation from 3 Perspective Views,
CVPR04(I: 769-775).
IEEE DOI 0408
See also Motion segmentation with missing data using powerfactorization and GPCA. See also Two-View Multibody Structure from Motion. BibRef

Hartley, R.I.[Richard I.], Vidal, R.[RenÚ],
Perspective Nonrigid Shape and Motion Recovery,
ECCV08(I: 276-289).
Springer DOI 0810
BibRef

Wang, G.H.[Guang-Hui], Tsui, H.T.[Hung-Tat], Wu, Q.M.J.[Q.M. Jonathan],
Rotation constrained power factorization for structure from motion of nonrigid objects,
PRL(29), No. 1, 1 January 2008, pp. 72-80.
Elsevier DOI 0711
Rotation constrained power factorization; Structure from motion; Nonrigid factorization; Singular value decomposition; Sequential factorization BibRef

Gotardo, P.F.U.[Paulo F.U.], Martinez, A.M.[Aleix M.],
Computing Smooth Time Trajectories for Camera and Deformable Shape in Structure from Motion with Occlusion,
PAMI(33), No. 10, October 2011, pp. 2051-2065.
IEEE DOI 1109
BibRef
And:
Kernel non-rigid structure from motion,
ICCV11(802-809).
IEEE DOI 1201
BibRef
And:
Non-rigid structure from motion with complementary rank-3 spaces,
CVPR11(3065-3072).
IEEE DOI 1106
Assume smooth 2D trajectories. Weak-perspective camera model. compute euclidean 3D shape directly. BibRef

Hamsici, O.C.[Onur C.], Gotardo, P.F.U.[Paulo F.U.], Martinez, A.M.[Aleix M.],
Learning Spatially-Smooth Mappings in Non-Rigid Structure From Motion,
ECCV12(IV: 260-273).
Springer DOI 1210
BibRef

Zhou, H., Li, X., Sadka, A.H.,
Nonrigid Structure-From-Motion From 2-D Images Using Markov Chain Monte Carlo,
MultMed(14), No. 1, January 2012, pp. 168-177.
IEEE DOI 1201
BibRef

Vogel, C.[Christoph], Schindler, K.[Konrad], Roth, S.[Stefan],
3D Scene Flow Estimation with a Piecewise Rigid Scene Model,
IJCV(115), No. 1, October 2015, pp. 1-28.
Springer DOI 1511
BibRef
Earlier: A1, A3, A2:
View-Consistent 3D Scene Flow Estimation over Multiple Frames,
ECCV14(IV: 263-278).
Springer DOI 1408
BibRef
Earlier: A1, A2, A3:
Piecewise Rigid Scene Flow,
ICCV13(1377-1384)
IEEE DOI 1403
BibRef
And: A1, A3, A2:
An Evaluation of Data Costs for Optical Flow,
GCPR13(343-353).
Springer DOI 1311
BibRef
Earlier: A1, A2, A3:
3D scene flow estimation with a rigid motion prior,
ICCV11(1291-1298).
IEEE DOI 1201
BibRef

Cho, J.C.[Jung-Chan], Lee, M.[Minsik], Oh, S.H.[Song-Hwai],
Complex Non-rigid 3D Shape Recovery Using a Procrustean Normal Distribution Mixture Model,
IJCV(117), No. 3, May 2016, pp. 226-246.
Springer DOI 1605
BibRef
And: A2, A1, A3:
Consensus of Non-rigid Reconstructions,
CVPR16(4670-4678)
IEEE DOI 1612
BibRef

Lee, M.[Minsik], Cho, J.C.[Jung-Chan], Oh, S.H.[Song-Hwai],
Procrustean Normal Distribution for Non-Rigid Structure from Motion,
PAMI(39), No. 7, July 2017, pp. 1388-1400.
IEEE DOI 1706
Deformable models, Discrete cosine transforms, Gaussian distribution, Optimization, Shape, Three-dimensional displays, Procrustean normal distribution, non-rigid structure from motion, statistical shape model, structure, from, motion BibRef
Earlier: Add A3: Choi, C.H.[Chong-Ho], CVPR13(1280-1287)
IEEE DOI 1309
Non-Rigid Structure from Motion; Procrustean Normal Distribution BibRef

Lee, M.[Minsik], Choi, C.H.[Chong-Ho], Oh, S.H.[Song-Hwai],
A Procrustean Markov Process for Non-rigid Structure Recovery,
CVPR14(1550-1557)
IEEE DOI 1409
Markov process BibRef

Chhatkuli, A.[Ajad], Pizarro, D.[Daniel], Bartoli, A.E.[Adrien E.], Collins, T.[Toby],
A Stable Analytical Framework for Isometric Shape-from-Template by Surface Integration,
PAMI(39), No. 5, May 2017, pp. 833-850.
IEEE DOI 1704
BibRef
Earlier: A1, A2, A3, Only:
Non-Rigid Shape-from-Motion for Isometric Surfaces using Infinitesimal Planarity,
BMVC14(xx-yy).
HTML Version. 1410
BibRef
And: A3, A2, A4, Only:
A Robust Analytical Solution to Isometric Shape-from-Template with Focal Length Calibration,
ICCV13(961-968)
IEEE DOI 1403
isometric; reconstruction; template. Deformation of a template to the image. Cameras BibRef

Parashar, S.[Shaifali], Pizarro, D.[Daniel], Bartoli, A.E.[Adrien E.],
Isometric Non-Rigid Shape-from-Motion with Riemannian Geometry Solved in Linear Time,
PAMI(40), No. 10, October 2018, pp. 2442-2454.
IEEE DOI 1809
BibRef
Earlier:
Isometric Non-rigid Shape-from-Motion in Linear Time,
CVPR16(4679-4687)
IEEE DOI 1612
Shape, Measurement, Tensile stress, Cameras, Deformable models, Manifolds, 3D reconstruction, NRSfM, infinitesimal planarity BibRef

Parashar, S.[Shaifali], Bartoli, A.E.[Adrien E.], Pizarro, D.[Daniel],
Self-Calibrating Isometric Non-Rigid Structure-from-Motion,

Springer DOI 1810
BibRef

Chhatkuli, A.[Ajad], Pizarro, D.[Daniel], Bartoli, A.E.[Adrien E.],
Stable Template-Based Isometric 3D Reconstruction in All Imaging Conditions by Linear Least-Squares,
CVPR14(708-715)
IEEE DOI 1409
3D Reconstruction; Deformation; Isometry BibRef

Gallardo, M.[Mathias], Collins, T.[Toby], Bartoli, A.E.[Adrien E.],
Dense Non-rigid Structure-from-Motion and Shading with Unknown Albedos,
ICCV17(3904-3912)
IEEE DOI 1802
BibRef
Earlier:
Can We Jointly Register and Reconstruct Creased Surfaces by Shape-from-Template Accurately?,
ECCV16(IV: 105-120).
Springer DOI 1611
BibRef
And:
Using Shading and a 3D Template to Reconstruct Complex Surface Deformations,
BMVC16(xx-yy).
HTML Version. 1805
convex programming, image matching, image motion analysis, image reconstruction, image texture, shape recognition, BibRef

Gallardo, M.[Mathias], Pizarro, D.[Daniel], Bartoli, A.E.[Adrien E.], Collins, T.[Toby],
Shape-from-Template in Flatland,
CVPR15(2847-2854)
IEEE DOI 1510
BibRef

Chhatkuli, A.[Ajad], Pizarro, D.[Daniel], Collins, T.[Toby], Bartoli, A.E.[Adrien E.],
Inextensible Non-Rigid Structure-from-Motion by Second-Order Cone Programming,
PAMI(40), No. 10, October 2018, pp. 2428-2441.
IEEE DOI 1809
BibRef
Earlier:
Inextensible Non-Rigid Shape-from-Motion by Second-Order Cone Programming,
CVPR16(1719-1727)
IEEE DOI 1612
Cameras, Shape, Image reconstruction, Deformable models, Surface reconstruction, Robustness, maximum depth heuristic BibRef

Park, S., Lee, M., Kwak, N.,
Procrustean Regression: A Flexible Alignment-Based Framework for Nonrigid Structure Estimation,
IP(27), No. 1, January 2018, pp. 249-264.
IEEE DOI 1712
computational complexity, image motion analysis, regression analysis, NRSfM, bound constraints, computer vision, non-rigid shape analysis BibRef


Golyanik, V.[Vladislav], Stricker, D.[Didier],
Dense Batch Non-Rigid Structure from Motion in a Second,
WACV17(254-263)
IEEE DOI 1609

WWW Link. C++ languages, Image reconstruction, Optimization, Real-time systems, Runtime, Shape, Symmetric, matrices BibRef

Golyanik, V.[Vladislav], Mathur, A.S.[Aman Shankar], Stricker, D.[Didier],
NRSfM-Flow: Recovering Non-Rigid Scene Flow from Monocular Image Sequences,
BMVC16(xx-yy).
HTML Version. 1805
BibRef

Golyanik, V.[Vladislav], Fetzer, T., Stricker, D.[Didier],
Accurate 3D Reconstruction of Dynamic Scenes from Monocular Image Sequences with Severe Occlusions,
WACV17(282-291)
IEEE DOI 1609

WWW Link. Cameras, Image reconstruction, Image sequences, Manifolds, Noise measurement, Optimization, Shape BibRef

Dai, Y.C.[Yu-Chao], Li, H.D.[Hong-Dong],
Simultaneous Correspondences Estimation and Non-Rigid Structure Reconstruction,
DICTA16(1-7)
IEEE DOI 1701
Cameras BibRef

Hu, J., Aoki, T.,
NON-rigid structure from motion via sparse self-expressive representation,
ICIP17(4537-4541)
IEEE DOI 1803
BibRef
Earlier:
Points classification for non-rigid structure from motion,
ICIP16(2584-2588)
IEEE DOI 1610
Cameras, Image reconstruction, Shape, Sparse matrices, Trajectory, sparse combination. Decision support systems BibRef

Liu-Yin, Q.[Qi], Yu, R.[Rui], Agapito, L.[Lourdes], Fitzgibbon, A.[Andrew], Russell, C.[Chris],
Better Together: Joint Reasoning for Non-rigid 3D Reconstruction with Specularities and Shading,
BMVC16(xx-yy).
HTML Version. 1805
BibRef

Yu, R.[Rui], Russell, C.[Chris], Campbell, N.D.F.[Neill D. F.], Agapito, L.[Lourdes],
Direct, Dense, and Deformable: Template-Based Non-rigid 3D Reconstruction from RGB Video,
ICCV15(918-926)
IEEE DOI 1602
Cameras BibRef

Wang, G.H.[Guang-Hui], Zelek, J.S.[John S.], Wu, Q.M.J.[Q.M. Jonathan],
Robust Structure from Motion of Nonrigid Objects in the Presence of Outlying and Missing Data,
CRV13(159-166)
IEEE DOI 1308
Algorithm design and analysis BibRef

Zhu, S.Q.[Sheng-Qi], Zhang, L.[Li], Smith, B.M.[Brandon M.],
Model evolution: An incremental approach to non-rigid structure from motion,
CVPR10(1165-1172).
IEEE DOI 1006
BibRef

Zhou, H.Y.[Hui-Yu], Schaefer, G.[Gerald], Liu, T.W.[Tang-Wei], Lin, F.Q.[Fa-Quan],
3-D structure recovery from 2-D observations,
ICIP09(4309-4312).
IEEE DOI 0911
Motion and structure. Non-rigid motion a combination of rigid and non-rigid. BibRef

Brand, M.[Matthew],
A Direct Method for 3D Factorization of Nonrigid Motion Observed in 2D,
CVPR05(II: 122-128).
IEEE DOI 0507
BibRef

Chapter on Motion Analysis -- Low-Level, Image Level Analysis, Mosaic Generation, Super Resolution, Shape from Motion continues in
Illumination Variations in Structure, Depth, and Shape from Motion .


Last update:Oct 21, 2018 at 15:38:03