19.9.9.1 Motion with Matrix Factorization, Missing Data Issues, Articulated Motion

Chapter Contents (Back)
Matrix Factorization. Factorization, Motion.

Marques, M.[Manuel], Costeira, J.P.[Joao P.],
Estimating 3D shape from degenerate sequences with missing data,
CVIU(113), No. 2, February 2009, pp. 261-272.
Elsevier DOI 0901
BibRef
Earlier:
Optimal shape from motion estimation with missing and degenerate data,
Motion08(1-6).
IEEE DOI 0801
3D reconstruction, Structure from motion, Missing data
See also Multibody Factorization Method for Independently Moving-Objects, A. BibRef

Marques, M.[Manuel], Costeira, J.P.[Joao P.],
3D face recognition from multiple images: A shape-from-motion approach,
FG08(1-6).
IEEE DOI 0809
BibRef

da Silva, N.P.[Nuno Pinho], Costeira, J.P.[Joao Paulo],
Subspace segmentation with outliers: A grassmannian approach to the maximum consensus subspace,
CVPR08(1-6).
IEEE DOI 0806
BibRef

Rother, C.[Carsten], Carlsson, S.[Stefan],
Linear Multi View Reconstruction and Camera Recovery Using a Reference Plane,
IJCV(49), No. 2-3, September-October 2002, pp. 117-141.
DOI Link 0209
BibRef
Earlier:
Linear Multi View Reconstruction and Camera Recovery,
ICCV01(I: 42-50).
IEEE DOI 0106
Handheld pictures, reference plan is visible in all images. Manual match of 120 points in 30 images, solve a 400X1000 system. Takes 3-4 hours total for the process. BibRef

Rother, C.[Carsten], Carlsson, S.[Stefan],
Linear Multi View Reconstruction with Missing Data,
ECCV02(II: 309 ff.).
Springer DOI 0205
BibRef

Rother, C.,
Linear multi-view reconstruction of points, lines, planes and cameras using a reference plane,
ICCV03(1210-1217).
IEEE DOI 0311
BibRef

Penne, R.[Rudi],
The Characterization of Sufficient Visibility in the Direct Reference Plane Approach for Multiple Views with Missing Data,
IJCV(67), No. 1, April 2006, pp. 5-20.
Springer DOI 0604
Analysis of:
See also Linear Multi View Reconstruction and Camera Recovery Using a Reference Plane. And how to extend it. BibRef

Ke, Q.F.[Qi-Fa], Kanade, T.[Takeo],
Quasiconvex Optimization for Robust Geometric Reconstruction,
PAMI(29), No. 10, October 2007, pp. 1834-1847.
IEEE DOI 0710
BibRef
Earlier: ICCV05(II: 986-993).
IEEE DOI 0510
BibRef
And:
Uncertainty Models in Quasiconvex Optimization for Geometric Reconstruction,
CVPR06(I: 1199-1205).
IEEE DOI 0606
BibRef
Earlier:
Robust L-1 Norm Factorization in the Presence of Outliers and Missing Data by Alternative Convex Programming,
CVPR05(I: 739-746).
IEEE DOI 0507
BibRef

JuliÓ, C.[Carme], Sappa, A.D.[Angel D.], Lumbreras, F.[Felipe], Serrat, J.[Joan], Lˇpez, A.[Antonio],
An iterative multiresolution scheme for SFM with missing data: Single and multiple object scenes,
IVC(28), No. 1, Januray 2010, pp. 164-176.
Elsevier DOI 1001
Structure from Motion, Factorization techniques BibRef

JuliÓ, C.[Carme], Sappa, A.D.[Angel D.], Lumbreras, F.[Felipe], Serrat, J.[Joan], Lˇpez, A.M.[Antonio M.],
An Iterative Multiresolution Scheme for SFM with Missing Data,
JMIV(34), No. 3, July 2009, pp. xx-yy.
Springer DOI 0906
BibRef
Earlier:
Motion Segmentation from Feature Trajectories with Missing Data,
IbPRIA07(I: 483-490).
Springer DOI 0706
BibRef
Earlier:
An Iterative Multiresolution Scheme for SFM,
ICIAR06(I: 804-815).
Springer DOI 0610
BibRef

JuliÓ, C.[Carme], Sappa, A.D.[Angel D.], Lumbreras, F.[Felipe], Serrat, J.[Joan], Lˇpez, A.[Antonio],
Rank Estimation in Missing Data Matrix Problems,
JMIV(39), No. 2, February 2011, pp. 140-160.
WWW Link. 1103
BibRef

Yan, J.Y.[Jing-Yu], Pollefeys, M.[Marc],
A Factorization-Based Approach for Articulated Nonrigid Shape, Motion and Kinematic Chain Recovery From Video,
PAMI(30), No. 5, May 2008, pp. 865-877.
IEEE DOI 0803
Motion, Human. BibRef
Earlier:
Articulated Motion Segmentation Using RANSAC with Priors,
WDV06(75-85).
Springer DOI 0705
BibRef
And:
A General Framework for Motion Segmentation: Independent, Articulated, Rigid, Non-rigid, Degenerate and Non-degenerate,
ECCV06(IV: 94-106).
Springer DOI 0608
BibRef
Earlier:
A Factorization-Based Approach to Articulated Motion Recovery,
CVPR05(II: 815-821).
IEEE DOI 0507
BibRef
And: CVPR05(II: 1203).
IEEE DOI 0507
BibRef

Yan, J.Y.[Jing-Yu], Pollefeys, M.[Marc],
Automatic Kinematic Chain Building from Feature Trajectories of Articulated Objects,
CVPR06(I: 712-719).
IEEE DOI 0606
BibRef
And:
Recovering Articulated Non-rigid Shapes, Motions and Kinematic Chains from Video,
AMDO06(90-99).
Springer DOI 0607
BibRef

Nguyen, D.M., Tsiligianni, E., Deligiannis, N.,
Learning Discrete Matrix Factorization Models,
SPLetters(25), No. 5, May 2018, pp. 720-724.
IEEE DOI 1805
Big Data, Matrix converters, Optimization, Prediction algorithms, Quantization (signal), Signal processing algorithms, Training, matrix factorization BibRef

Chen, Z.S.[Zhen-Song], Shi, Y.[Yong], Qi, Z.Q.[Zhi-Quan],
Constrained matrix factorization for semi-weakly learning with label proportions,
PR(91), 2019, pp. 13-24.
Elsevier DOI 1904
Matrix factorization, Semi-weakly learning with label proportions, Local geometric consistency BibRef

Li, R.[Ruyue], Zhang, L.[Lefei], Du, B.[Bo],
A robust dimensionality reduction and matrix factorization framework for data clustering,
PRL(128), 2019, pp. 440-446.
Elsevier DOI 1912
Clustering, Matrix factorization, Dimensionality reduction, Manifold regularization, BibRef

Soniwal, Y.[Yogesh], Mitra, A.[Amit], Venkatesh, K.S.,
Entire frame image display employing monotonic convergent nonnegative matrix factorization,
RealTimeIP(16), No. 6, December 2019, pp. 2189-2211.
WWW Link. 1912
BibRef

Chen, Z.D.[Zhen-Duo], Li, C.X.[Chuan-Xiang], Luo, X.[Xin], Nie, L.Q.[Li-Qiang], Zhang, W.[Wei], Xu, X.S.[Xin-Shun],
SCRATCH: A Scalable Discrete Matrix Factorization Hashing Framework for Cross-Modal Retrieval,
CirSysVideo(30), No. 7, July 2020, pp. 2262-2275.
IEEE DOI 2007
Binary codes, Hash functions, Optimization, Semantics, Training, Quantization (signal), Neural networks, cross-modal retrieval BibRef

Qin, J.Y.[Jian-Yang], Fei, L.[Lunke], Teng, S.H.[Shao-Hua], Zhang, W.[Wei], Liu, D.N.[Dong-Ning], Zhao, G.P.[Gen-Ping], Yuan, H.L.[Hao-Liang],
Discrete Semantic Matrix Factorization Hashing for Cross-Modal Retrieval,
ICPR21(1550-1557)
IEEE DOI 2105
Hash functions, Learning systems, Data analysis, Correlation, Databases, Semantics, Benchmark testing BibRef


Mo, Q.Y.[Quan-Yi], Draper, B.A.[Bruce A.],
Semi-Nonnegative Matrix Factorization for Motion Segmentation with Missing Data,
ECCV12(VII: 402-415).
Springer DOI 1210
BibRef

Bartoli, A.E., Gay-Bellile, V., Castellani, U., Peyras, J., Olsen, S.I., Sayd, P.,
Coarse-to-fine low-rank structure-from-motion,
CVPR08(1-8).
IEEE DOI 0806
BibRef

Martinsson, H.[Hanna], Gaspard, F.[Francois], Bartoli, A.E.[Adrien E.], Lavest, J.M.[Jean-Marc],
Reconstruction of 3D Curves for Quality Control,
SCIA07(760-769).
Springer DOI 0706
BibRef
Earlier:
Energy-Based Reconstruction of 3D Curves for Quality Control,
EMMCVPR07(414-428).
Springer DOI 0708
BibRef

Martinsson, H.[Hanna], Bartoli, A.E.[Adrien E.], Gaspard, F.[Franšois], Lavest, J.M.[Jean-Marc],
Handling Missing Data in the Computation of 3D Affine Transformations,
EMMCVPR05(90-106).
Springer DOI 0601
BibRef

Tresadern, P.A., Reid, I.D.,
Articulated Structure from Motion by Factorization,
CVPR05(II: 1110-1115).
IEEE DOI 0507
BibRef

Chapter on Motion Analysis -- Low-Level, Image Level Analysis, Mosaic Generation, Super Resolution, Shape from Motion continues in
Matrix Factorization, General Issues .


Last update:Apr 18, 2024 at 11:38:49