Petitjean, S.[Sylvain],
A survey of methods for recovering quadrics in triangle meshes,
Surveys(34), No. 2, February 2002, pp. 211-262.
Survey, Mesh.
Survey, Triangulation.
BibRef
0202
Sampson, P.D.,
Fitting Conic Sections to 'Very Scattered' Data:
An Iterarive Refinement of the Bookstein Algorithm,
CGIP(18), No. 1, January 1982, pp. 97-108.
Elsevier DOI
See also Fitting Conic Sections to Scattered Data. Why Bookstein may not be good for scattered data, and an iterative
refinement.
BibRef
8201
Stevenson, R.L., and
Delp, E.J.,
Viewpoint Invariant Recovery of Visual Surfaces from Sparse Data,
PAMI(14), No. 9, September 1992, pp. 897-909.
IEEE DOI
BibRef
9209
Earlier:
Viewpoint Invariant Recovery,
ICCV90(309-312).
IEEE DOI
BibRef
Earlier:
Invariant Reconstruction of Visual Surfaces,
3DWS89(131-137).
Convex approximation to the data.
The description of the surface is invariant to the viewpoint
BibRef
Poli, R.,
Coppini, G.,
Valli, G.,
Recovery of 3D Closed Surfaces from Sparse Data,
CVGIP(60), No. 1, July 1994, pp. 1-25.
DOI Link
BibRef
9407
Stewart, C.V.,
MINPRAN: A New Robust Estimator for Computer Vision,
PAMI(17), No. 10, October 1995, pp. 925-938.
IEEE DOI
Robust Technique.
BibRef
9510
Earlier:
A New Robust Operator for Computer Vision: Theoretical Analysis,
CVPR94(1-8).
IEEE DOI
BibRef
Earlier:
RPITR 93-21, August 1993.
BibRef
And:
A New Robust Operator for Computer Vision: Application to Range Data,
CVPR94(167-173).
IEEE DOI
BibRef
Earlier:
A New Robust Operator for Computer Vision: Application to Range and
Intensity Images,
RPITR 93-24, October 1993.
Finding surfaces when most points are noise (or overlapping
surfaces).
BibRef
Stewart, C.V.,
Bias in Robust Estimation Caused by Discontinuities and
Multiple Structures,
PAMI(19), No. 8, August 1997, pp. 818-833.
IEEE DOI
9709
BibRef
And:
TR96-4, RPI, Computer Science, 1996.
Follow link under:
WWW Link.
BibRef
Earlier:
Expected Performance of Robust Estimators Near Discontinuities,
ICCV95(969-974).
IEEE DOI
BibRef
Earlier:
RPITR-94-10, 1994.
Dealing with outliers to the structure of interest, but not to another
structure (i.e. a second structure).
Looks at Least Median of Squares (
See also Robust Regression Methods for Computer Vision: A Review. Least Trimmed Squares (
See also Least Median of Squares Regression. ),
M-Estimators (
See also Robust Statistics. ),
Hough Transforms (
See also Survey of the Hough Transform, A. ),
RANSAC (
See also Random Sample Consensus: A Paradigm for Model Fitting with Applications to Image Analysis and Automated Cartography. and M
MINPRAN (
See also MINPRAN: A New Robust Estimator for Computer Vision. ).
And says all have problems with this type of data.
BibRef
Stewart, C.V.[Charles V.],
Robust Parameter Estimation in Computer Vision,
SIAM_Rev(41), No. 3, September 1999, pp. 513-537.
WWW Link.
Stereo, Evaluation.
Fundamental Matrix.
Mosaic. Review of the use of robust statistice in computer vision
for range, stereo, mosaic construction, etc.
BibRef
9909
Hebert, P.,
Laurendeau, D., and
Bergevin, R.,
From 3-D Scattered Data to Geometric Signal Description:
Invariant Stable Recovery of Straight Line Segments,
PRAI(8), 1994, pp. 1319-1342.
BibRef
9400
Anderson, M., and
Betsis, D.,
Point Reconstruction from Noisy Images,
JMIV(5), No. 1, January 1995, pp. 77-90.
BibRef
9501
Guo, B.N.,
Surface Reconstruction: From Points to Splines,
CAD(29), No. 4, April 1997, pp. 269-277.
9703
BibRef
Laurendeau, D.,
Poussart, D.,
Model Building of Three-Dimensional Polyhedral Objects Using 3D
Edge Information and Hemispheric Histogram,
RA(3), 1987, pp. 459-470.
BibRef
8700
Earlier:
3D Model Building using a Fast Range Finder,
CVPR86(424-426).
Histograms of surface orientations are used to find surfaces.
BibRef
Lee, S.,
Wolberg, G.,
Shin, S.Y.,
Scattered Data Interpolation with Multilevel B-Splines,
VCG(3), No. 3, Jul-Sep 1997, pp. 228-244.
9710
BibRef
Guy, G.[Gideon], and
Medioni, G.[Gerard],
Inference of Surfaces, 3D Curves, and Junctions from Sparse,
Noisy, 3D Data,
PAMI(19), No. 11, November 1997, pp. 1265-1277.
IEEE DOI
PDF File.
9712
BibRef
Earlier:
Inference of Surfaces, 3D Curves and Junctions from Sparse 3D Data,
ARPA96(1041-1050).
BibRef
And:
SCV95(599-604).
IEEE DOI
PDF File.
BibRef
Earlier:
Inference of Surfaces from Sparse 3-D Points,
ARPA94(II:1487-1494).
University of Southern California.
Perceptual grouping technique. Does not depend on number of objects or
holes
BibRef
Tang, C.K.[Chi-Keung], and
Medioni, G.[Gérard],
Inference of Integrated Surface, Curve, and
Junction Descriptions from Sparse 3D Data,
PAMI(20), No. 11, November 1998, pp. 1206-1223.
IEEE DOI
BibRef
9811
USC Computer Vision
BibRef
Earlier:
Integrated Surface, Curve and Junction Inference from
Sparse 3-D Data Sets,
ICCV98(818-824).
IEEE DOI
PDF File.
BibRef
Tang, C.K.[Chi-Keung],
Medioni, G.[Gérard],
Curvature-Augmented Tensor Voting for Shape Inference from Noisy 3D
Data,
PAMI(24), No. 6, June 2002, pp. 858-864.
IEEE DOI
BibRef
0206
USC Computer Vision
0206
Tensor voting to get the curvature information. No local surface fitting
is needed.
BibRef
Tang, C.K.[Chi-Keung], and
Medioni, G.[Gérard],
Robust Estimation of Curvature Information from Noisy 3D Data for Shape
Description,
ICCV99(426-433).
IEEE DOI
BibRef
9900
USC Computer Vision
BibRef
Tong, D.W.S.[Dickson Wai-Shun],
Tang, C.K.[Chi-Keung],
Mordohai, P.[Philippos],
Medioni, G.,
First order augmentation to tensor voting for boundary inference and
multiscale analysis in 3d,
PAMI(26), No. 5, May 2004, pp. 594-611.
IEEE Abstract.
0404
See also Simultaneous Two-View Epipolar Geometry Estimation and Motion Segmentation by 4D Tensor Voting.
BibRef
Earlier: A1, A2, A4, Only:
First Order Tensor Voting and Application to 3-D Scale Analysis,
CVPR01(I:175-182).
IEEE DOI
BibRef
USC Computer Vision
0110
BibRef
And: A1, A2, A4, Only:
Integrated Tensor Voting in Multiple Scales for Shape Description in 3D,
PercOrg01(xx-yy).
0106
BibRef
USC Computer Vision
BibRef
Tong, W.S.[Wai-Shun],
Tang, C.K.[Chi-Keung],
Robust Estimation of Adaptive Tensors of Curvature by Tensor Voting,
PAMI(27), No. 3, March 2005, pp. 434-449.
IEEE Abstract.
0501
BibRef
Earlier:
ROD-TV: reconstruction on demand by tensor voting,
CVPR03(II: 391-398).
IEEE DOI
0307
Reconstruction from a large and imperfect data set.
Three-pass algorithm to estimate curvatures.
Two pass only gets sign of curvature.
BibRef
Tong, W.S.[Wai-Shun],
Tang, C.K.[Chi-Keung],
Multiresolution Mesh Reconstruction from Noisy 3D Point Sets,
ICPR06(I: 5-8).
IEEE DOI
0609
BibRef
Lei, Z.B.[Zhi-Bin],
Cooper, D.B.[David B.],
Linear-Programming Fitting of Implicit Polynomials,
PAMI(20), No. 2, February 1998, pp. 212-217.
IEEE DOI
9803
BibRef
Earlier:
New, Faster, More Controlled Fitting of Implicit Polynomial 2D Curves
and 3D Surfaces to Data,
CVPR96(514-519).
IEEE DOI
BibRef
Blane, M.M.[Michael M.],
Lei, Z.B.[Zhi-Bin],
Civi, H.[Hakan],
Cooper, D.B.[David B.],
The 3L Algorithm for Fitting Implicit Polynomial Curves and Surfaces to
Data,
PAMI(22), No. 3, March 2000, pp. 298-313.
IEEE DOI
0005
BibRef
Earlier: A2, A1, A4, Only:
3L Fitting of Higher Degree Implicit Polynomials,
WACV96(148-153).
IEEE DOI
9609
Fit polynomial shape models to data.
BibRef
Oblonsek, C.,
Guid, N.,
A Fast Surface-Based Procedure for Object Reconstruction
from 3D Scattered Points,
CVIU(69), No. 2, February 1998, pp. 185-195.
DOI Link
BibRef
9802
Park, I.K.,
Yun, I.D.,
Lee, S.U.,
Automatic 3-D Model Synthesis from Measured Range Data,
CirSysVideo(10), No. 2, March 2000, pp. 293.
IEEE Top Reference.
0003
BibRef
Tsogo, L.,
Masson, M.H.,
Bardot, A.,
Recovery of the metric structure of a pattern of points using minimal
information,
SMC-A(31), No. 1, January 2001, pp. 30-42.
IEEE Top Reference.
0104
BibRef
Dinh, H.Q.[Huong Quynh],
Turk, G.[Greg],
Slabaugh, G.G.[Greg G.],
Reconstructing Surfaces by Volumetric Regularization Using Radial Basis
Functions,
PAMI(24), No. 10, October 2002, pp. 1358-1371.
IEEE Abstract.
0210
BibRef
Earlier:
Reconstructing Surfaces Using Anisotropic Basis Functions,
ICCV01(II: 606-613).
IEEE DOI
0106
Surfaces from noisy pointsets. Variational implicit surface.
Smooth and seamless models from sparse data.
3D surface is a sum of weighted radial basis functions.
BibRef
Hilton, A.,
Scene modelling from sparse 3D data,
IVC(23), No. 10, 20 September 2005, pp. 900-920.
Elsevier DOI
0509
BibRef
Shen, X.Q.,
Palmer, P.,
McLauchlan, P.,
Hilton, A.,
Error Propagation from Camera Motion to Epipolar Constraint,
BMVC00(xx-yy).
PDF File.
0009
BibRef
Manessis, A.[Anastasios],
Hilton, A.[Adrian],
Palmer, P.[Phil],
McLauchlan, P.[Phil],
Shen, X.Q.[Xin-Quan],
Reconstruction of Scene Models from Sparse 3D Structure,
CVPR00(II: 666-671).
IEEE DOI
0005
BibRef
Manessis, A.,
Hilton, A.,
McLauchlan, P.,
Palmer, P.,
A Statistical Geometric Framework for Reconstruction of Scene Models,
BMVC00(xx-yy).
PDF File.
0009
BibRef
Chen, Y.L.[Yi-Ling],
Lai, S.H.[Shang-Hong],
An Orientation Inference Framework for Surface Reconstruction From
Unorganized Point Clouds,
IP(20), No. 3, March 2011, pp. 762-775.
IEEE DOI
1103
build surface orientation approximation
BibRef
Ruiz, O.,
Vanegas, C.,
Cadavid, C.,
Ellipse-based principal component analysis for self-intersecting curve
reconstruction from noisy point sets,
VC(27), No. 3, March 2011, pp. 211-226.
WWW Link.
1103
BibRef
And:
Publisher's Erratum
VC(27), No. 3, March 2011, pp. 227.
WWW Link.
1103
BibRef
Mahmoudi, M.[Mona],
Sapiro, G.[Guillermo],
Sparse Representations for Range Data Restoration,
IP(21), No. 5, May 2012, pp. 2909-2915.
IEEE DOI
1204
BibRef
Xu, X.[Xie],
Alvarado, A.S.,
Entezari, A.,
Reconstruction of Irregularly-Sampled Volumetric Data in Efficient Box
Spline Spaces,
MedImg(31), No. 7, July 2012, pp. 1472-1480.
IEEE DOI
1208
BibRef
Xu, X.,
Ye, W.,
Entezari, A.,
Bandlimited Reconstruction of Multidimensional Images From Irregular
Samples,
IP(22), No. 10, 2013, pp. 3950-3960.
IEEE DOI
1309
Irregular sampling
BibRef
Harwin, S.,
Lucieer, A.,
Assessing the Accuracy of Georeferenced Point Clouds Produced via
Multi-View Stereopsis from Unmanned Aerial Vehicle (UAV) Imagery,
RS(4), No. 6, June 2012, pp. 1573-1599.
DOI Link
1208
BibRef
And:
An Accuracy Assessment of Georeferenced Point Clouds Produced Via
Multi-view Stereo Techniques Applied to Imagery Acquired Via Unmanned
Aerial Vehicle,
ISPRS12(XXXIX-B7:475-480).
DOI Link
1209
BibRef
Digne, J.[Julie],
Cohen-Steiner, D.[David],
Alliez, P.[Pierre],
de Goes, F.[Fernando],
Desbrun, M.[Mathieu],
Feature-Preserving Surface Reconstruction and Simplification from
Defect-Laden Point Sets,
JMIV(48), No. 2, February 2014, pp. 369-382.
Springer DOI
1402
BibRef
Badea, D.[Dragos],
Jacobsen, K.[Karsten],
Filtering Process of LIDAR Data,
ISPRS08(B1: 815 ff).
PDF File.
0807
BibRef
Gelas, A.,
Ohtake, Y.,
Kanai, T.,
Prost, R.,
Approximation of Unorganized Point Set with Composite Implicit Surface,
ICIP06(1217-1220).
IEEE DOI
0610
BibRef
Landa, Y.[Yanina],
Tsai, R.[Richard],
Cheng, L.T.[Li-Tien],
Visibility of Point Clouds and Mapping of Unknown Environments,
ACIVS06(1014-1025).
Springer DOI
0609
Interpolate visible points to describe the object.
BibRef
Salvado, O.[Olivier],
Wilson, D.L.[David L.],
Removal of Interpolation Induced Artifacts in Similarity Surfaces,
WBIR06(43-49).
Springer DOI
0607
BibRef
Ahn, S.J.[Soon-Jeong],
Yoo, J.[Jaechil],
Lee, B.G.[Byung-Gook],
Lee, J.J.[Joon-Jae],
3D Surface Reconstruction from Scattered Data Using Moving Least Square
Method,
CIAP05(719-726).
Springer DOI
0509
BibRef
Chen, G.Y.[Guang-Yi],
Dudek, G.[Gregory],
Torres-Mendez, L.A.[Luz A.],
Scene Reconstruction with Sparse Range Information,
CRV05(444-451).
IEEE DOI
0505
BibRef
Blanz, V.,
Mehl, A.,
Vetter, T.,
Seidel, H.P.,
A statistical method for robust 3D surface reconstruction from sparse
data,
3DPVT04(293-300).
IEEE DOI
0412
BibRef
Bodenmueller, T.,
Hirzinger, G.,
Online surface reconstruction from unorganized 3D-points for the DLR
hand-guided scanner system,
3DPVT04(285-292).
IEEE DOI
0412
BibRef
Ahn, S.J.[Sung Joon],
Effenberger, I.[Ira],
Roth-Koch, S.[Sabine],
Westkämper, E.[Engelbert],
Geometric Segmentation and Object Recognition in Unordered and
Incomplete Point Cloud,
DAGM03(450-457).
Springer DOI
0310
BibRef
Li, X.K.[Xiao-Kun],
Gao, F.[Feng],
Everding, B.,
He, L.[Lei],
Wee, W.G.,
Error analysis, modeling, and correction for 3-D range data,
ICIP02(III: 873-876).
IEEE DOI
0210
BibRef
van Kaick, O.M.[Oliver Matias],
Pedrini, H.[Helio],
Smooth Image Surface Approximation by Piecewise Cubic Polynomials,
CIARP07(261-270).
Springer DOI
0711
BibRef
van Kaick, O.M.,
da Silva, M.V.G.,
Schwartz, W.R.,
Pedrini, H.,
Fitting smooth surfaces to scattered 3D data using piecewise quadratic
approximation,
ICIP02(I: 493-496).
IEEE DOI
0210
BibRef
Bors, A.G.[Adrian G.],
Kechagias, L.[Lefteris],
Pitas, I.[Ioannis],
Virtual Drilling in 3-D Objects Reconstructed by Shape-Based
Interpolation,
VF01(729 ff.).
Springer DOI
0209
BibRef
Bors, A.G.,
Kechagias, L.,
Pitas, I.,
Shape-Based Interpolation Using Morphological Morphing,
ICIP01(II: 161-164).
IEEE DOI
0108
BibRef
Hall, P.[Peter],
Robust reconstruction of 3D space-curves from images at arbitrary
angles,
BMVC97(xx-yy).
HTML Version.
0209
BibRef
Kozera, R.[Ryszard],
Noakes, L.[Lyle],
Optimal Knots Selection for Sparse Reduced Data,
GPID15(3-14).
Springer DOI
1603
BibRef
And: A2, A1:
Interpolating Sporadic Data,
ECCV02(II: 613 ff.).
Springer DOI
0205
BibRef
Chen, H.,
Meer, P.,
Robust Computer Vision through Kernel Density Estimation,
ECCV02(I: 236 ff.).
Springer DOI
0205
For structure recovery from corrupted data.
BibRef
Bartoli, A.E.[Adrien E.],
Piecewise Planar Segmentation for Automatic Scene Modeling,
CVPR01(II:283-289).
IEEE DOI
0110
Estimate the planes from random samples of points.
BibRef
Boyer, E.[Edmond],
Petitjean, S.[Sylvain],
Curve and Surface Reconstruction from Regular and Non-Regular Point
Sets,
CVPR00(II: 659-665).
IEEE DOI
0005
BibRef
Park, I.K.[In Kyu], and
Lee, S.U.,
Geometric Modeling from Scattered 3-D Range Data,
ICIP97(II: 712-715).
IEEE DOI
BibRef
9700
Weiss, R.S.[Richard S.],
The Epipolar Parametrization,
ORCV94(101-107).
Springer DOI
9412
Sensor Fusion. Fitting surfaces from possibly sparse points.
BibRef
Talmage, D.,
Noble, J.A.,
Zisserman, A.,
Uncalibrated X-Ray Stereo Reconstruction,
BMVC95(xx-yy).
PDF File.
9509
BibRef
Sullivan, S.,
Noble, J.A.,
Ponce, J.,
On Reconstructing Curved Object Boundaries from
Sparse Sets of X-Ray Images,
CVRMed95(XX-YY)
BibRef
9500
Krebs, B.[Björn],
Korn, B.[Bernd],
Wahl, F.M.[Friedrich M.],
Plausibilistic preprocessing of sparse range images,
CIAP95(361-366).
Springer DOI
9509
BibRef
Hebert, P.,
Laurendeau, D.,
Poussart, D.,
Surface profile description: reliable geometric primitive extraction,
ICPR94(A:258-263).
IEEE DOI
9410
BibRef
Earlier:
Scene Reconstruction and Description: Geometric Primitive Extraction
from Multiple View Scattered Data,
CVPR93(286-292).
IEEE DOI Merging range data from different viewpoints.
BibRef
Chapter on 3-D Object Description and Computation Techniques, Surfaces, Deformable, View Generation, Video Conferencing continues in
Surveys, Overviews, Evaluations and Analysis of 3-D Reconstructions .