by J. Inigo, Thomas Allen, Hanson John Oliensis
ftp://vis-ftp.cs.umass.edu:21/Papers/thomas/iuw93.ps.gz
Add To MetaCart
Abstract:
In Structure from Motion algorithms, the error in the estimated motion affects each reconstructed 3D point in a systematic way. This paper attempts to isolate the effect of the motion error (as correlations in the structure error) and shows theoretically that these correlations can improve existing multi--frame Structure from Motion techniques. Finally it is shown that new experimental results and previously reported work confirm the theoretical predictions.
Citations
|
163
|
Kalman filterbased algorithms for estimating depth from image sequences
– Matthies, Kanade, et al.
- 1989
|
|
150
|
Tracking and Data
– Bar-Shalom, Fortmann
- 1988
|
|
107
|
Relative orientation
– Horn
- 1990
|
|
81
|
Closed form solution of absolute orientation using unit quaternions
– Horn
- 1987
|
|
71
|
Estimating the Kinematics and Structure of a Rigid Object from a Sequence of Monocular Images
– Broida, Chellappa
- 1991
|
|
35
|
Factoring image sequences into shape and motion
– Tomasi, Kanade
|
|
25
|
Incorporating motion error in multi-frame structure from motion
– Oliensis, Thomas
- 1991
|
|
20
|
Description and reconstruction from image trajectories of rotational motion
– Sawhney, Oliensis, et al.
- 1990
|
|
18
|
Extended structure and motion analysis from monocular image sequences
– Cui, Weng, et al.
- 1990
|
|
18
|
A nonlinear optimization algorithm for the estimation of structure and motion parameters
– Kumar, Tirumalai, et al.
- 1989
|
|
13
|
Temporal surface reconstruction
– Heel
- 1991
|
|
12
|
Translating Optical Flow into Token Matches and Depth from Looming
– Williams, Hanson
- 1988
|
|
12
|
Determining camera rotation from vanishing points of lines on horizontal planes
– Li, Tsuji, et al.
- 1990
|
|
9
|
Structure and Motion from Uniform 3D Acceleration
– Franzen
- 1991
|
|
6
|
Robustness of correspondence based structure from motion
– Dutta, Synder
- 1990
|
|
4
|
P.Anandan, "Structure and Motion in Two Dimensions from Multiple Images: A Least Squares Approach
– Taylor
- 1991
|
|
4
|
Recursive Structure from Multi--frame Motion
– Thomas, Oliensis
- 1992
|
|
3
|
Dynamic Reconstruction of 3D Surfaces and 3D Motion
– Ando
- 1991
|
|
3
|
The Analytical Sciences
– Staff
- 1986
|
|
3
|
D.Charnley, E.P.Sparks and J.M.Pike, "Outdoor Vehicle Navigation Using Passive 3D Vision
– Stephens
- 1989
|
|
3
|
T.S.Huang, "Uniqueness and estimation of 3--D motion parameters and surface structures of rigid objects
– Tsai
|
|
2
|
D.B.Shu and J.G.Nash, "The Image Understanding Architecture
– Weems, Hanson
|
|
1
|
M.Snyder, "Robustness of Correspondence Based Structure from Motion
– Dutta
- 1990
|
|
1
|
Determining of Camera Rotation from Vanishing
– Shigang, Imai
- 1990
|
|
1
|
Scene Reconstruction Using an Image Sequence, (in progress
– Thomas
|