Graph Matching With a Dual-Step EM Algorithm
IEEE Transactions on Pattern Analysis and Machine Intelligence
A Geometric Interpretation of Weak-Perspective Motion
IEEE Transactions on Pattern Analysis and Machine Intelligence
Least Squares Estimation of 3D Shape and Motion of Rigid Objects from Their Orthographic Projections
IEEE Transactions on Pattern Analysis and Machine Intelligence
3-D to 2-D Pose Determination with Regions
International Journal of Computer Vision - Special issue on computer vision research at NEC Research Institute
Building 3-D Human Face Models from Two Photographs
Journal of VLSI Signal Processing Systems - Special issue on multimedia signal processing
Image-Based Rendering Using Parameterized Image Varieties
International Journal of Computer Vision
Reconstruction of General Curves, Using Factorization and Bundle Adjustment
International Journal of Computer Vision
Factorization with Uncertainty
International Journal of Computer Vision
IEEE Transactions on Pattern Analysis and Machine Intelligence
IEEE Transactions on Pattern Analysis and Machine Intelligence
Relative viewing distance: a correspondence invariance under paraperspective projection
Computer Vision and Image Understanding
Evaluation and Selection of Models for Motion Segmentation
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part III
Factorization with Uncertainty
ECCV '00 Proceedings of the 6th European Conference on Computer Vision-Part I
Estimating the Jacobian of the Singular Value Decomposition: Theory and Applications
ECCV '00 Proceedings of the 6th European Conference on Computer Vision-Part I
Uncertainty Modeling for Optimal Structure from Motion
ICCV '99 Proceedings of the International Workshop on Vision Algorithms: Theory and Practice
Error Characterization of the Factorization Approach to Shape and Motion Recovery
ICCV '99 Proceedings of the International Workshop on Vision Algorithms: Theory and Practice
Point- and Line-Based Parameterized Image Varieties for Image-Based Rendering
ICCV '99 Proceedings of the International Workshop on Vision Algorithms: Theory and Practice
On Computing Metric Upgrades of Projective Reconstructions Under the Rectangular Pixel Assumption
SMILE '00 Revised Papers from Second European Workshop on 3D Structure from Multiple Images of Large-Scale Environments
Dense Shape and Motion from Region Correspondences by Factorization
CVPR '98 Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition
Multiple Motion Scene Reconstruction with Uncalibrated Cameras
IEEE Transactions on Pattern Analysis and Machine Intelligence
Rank 1 Weighted Factorization for 3D Structure Recovery: Algorithms and Performance Analysis
IEEE Transactions on Pattern Analysis and Machine Intelligence
Reconstruction of a Scene with Multiple Linearly Moving Objects
International Journal of Computer Vision
Calibration of a reconfigurable array of omnidirectional cameras using a moving person
Proceedings of the ACM 2nd international workshop on Video surveillance & sensor networks
Evaluating the quality of light fields computed from hand-held camera images
Pattern Recognition Letters - Special issue: In memoriam Azriel Rosenfeld
Robust Structure and Motion from Outlines of Smooth Curved Surfaces
IEEE Transactions on Pattern Analysis and Machine Intelligence
3D Recovery with Free Hand Camera Motion
ENC '05 Proceedings of the Sixth Mexican International Conference on Computer Science
International Journal of Computer Vision
A Closed-Form Solution to Non-Rigid Shape and Motion Recovery
International Journal of Computer Vision
An Analysis of Linear Subspace Approaches for Computer Vision and Pattern Recognition
International Journal of Computer Vision
Motion and Shape Recovery Based on Iterative Stabilization for Modest Deviation from Planar Motion
IEEE Transactions on Pattern Analysis and Machine Intelligence
Affine Approximation for Direct Batch Recovery of Euclidian Structure and Motion from Sparse Data
International Journal of Computer Vision
Structure and motion of nonrigid object under perspective projection
Pattern Recognition Letters
Autonomous Helicopter Tracking and Localization Using a Self-surveying Camera Array
International Journal of Robotics Research
Rotation constrained power factorization for structure from motion of nonrigid objects
Pattern Recognition Letters
Multiframe Motion Segmentation with Missing Data Using PowerFactorization and GPCA
International Journal of Computer Vision
Geometrical recovery of missing data for shape from motion
International Journal of Computer Mathematics
Optimization Algorithms on Subspaces: Revisiting Missing Data Problem in Low-Rank Matrix
International Journal of Computer Vision
Definition and recovery of kinematic features for recognition of American sign language movements
Image and Vision Computing
Programming and Computing Software
Estimating 3D shape from degenerate sequences with missing data
Computer Vision and Image Understanding
Rank Constraints for Homographies over Two Views: Revisiting the Rank Four Constraint
International Journal of Computer Vision
Detecting Incorrect Feature Tracking by Affine Space Fitting
PSIVT '09 Proceedings of the 3rd Pacific Rim Symposium on Advances in Image and Video Technology
3D Target Scale Estimation and Target Feature Separation for Size Preserving Tracking in PTZ Video
International Journal of Computer Vision
Uncalibrated Factorization Using a Variable Symmetric Affine Camera
IEICE - Transactions on Information and Systems
An Iterative Multiresolution Scheme for SFM with Missing Data
Journal of Mathematical Imaging and Vision
An iterative multiresolution scheme for SFM with missing data: Single and multiple object scenes
Image and Vision Computing
A Multi-Image Shape-from-Shading Framework for Near-Lighting Perspective Endoscopes
International Journal of Computer Vision
Conditional solutions for the affine reconstruction of N-views
Image and Vision Computing
International Journal of Computer Vision
Perspective 3-D euclidean reconstruction with varying camera parameters
IEEE Transactions on Circuits and Systems for Video Technology
3-D retinal curvature estimation
IEEE Transactions on Information Technology in Biomedicine - Special section on body sensor networks
Statistical Methods and Models for Video-Based Tracking, Modeling, and Recognition
Foundations and Trends in Signal Processing
The quasi-perspective model: Geometric properties and 3D reconstruction
Pattern Recognition
Grouping of articulated objects with common axis
CAIP'07 Proceedings of the 12th international conference on Computer analysis of images and patterns
Machine Vision and Applications
Image correspondence from motion subspace constraint and epipolar constraint
ACCV'07 Proceedings of the 8th Asian conference on Computer vision - Volume Part II
PSIVT'07 Proceedings of the 2nd Pacific Rim conference on Advances in image and video technology
Quasi-perspective structure factorization with missing data
CAR'10 Proceedings of the 2nd international Asia conference on Informatics in control, automation and robotics - Volume 2
Proceedings of the Fourth ACM/IEEE International Conference on Distributed Smart Cameras
Euclidean structure recovery from motion in perspective image sequences via Hankel rank minimization
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part II
Segmenting, modeling, and matching video clips containing multiple moving objects
CVPR'04 Proceedings of the 2004 IEEE computer society conference on Computer vision and pattern recognition
Rank Estimation in Missing Data Matrix Problems
Journal of Mathematical Imaging and Vision
3D object recognition based on canonical angles between shape subspaces
ACCV'10 Proceedings of the 10th Asian conference on Computer vision - Volume Part IV
Robust 3D segmentation of multiple moving objects under weak perspective
WDV'05/WDV'06/ICCV'05/ECCV'06 Proceedings of the 2005/2006 international conference on Dynamical vision
Scene reconstruction and visualization from internet photo collections
Scene reconstruction and visualization from internet photo collections
Hessian Matrix vs. Gauss-Newton Hessian Matrix
SIAM Journal on Numerical Analysis
Geometrical fitting of missing data for shape from motion under noise distribution
ICNC'06 Proceedings of the Second international conference on Advances in Natural Computation - Volume Part II
Uncertainty analysis using geometrical property between 2d-to-3d under affine projection
FSKD'06 Proceedings of the Third international conference on Fuzzy Systems and Knowledge Discovery
Vision-Based real-time camera matchmoving with a known marker
ICEC'06 Proceedings of the 5th international conference on Entertainment Computing
Affine camera for 3-d retinal surface reconstruction
ISVC'06 Proceedings of the Second international conference on Advances in Visual Computing - Volume Part II
Uncalibrated factorization using a variable symmetric affine camera
ECCV'06 Proceedings of the 9th European conference on Computer Vision - Volume Part IV
Modelling nonrigid object from video sequence under perspective projection
ACII'05 Proceedings of the First international conference on Affective Computing and Intelligent Interaction
A novel recovery algorithm of incomplete observation matrix for converting 2-d video to 3-d content
IWICPAS'06 Proceedings of the 2006 Advances in Machine Vision, Image Processing, and Pattern Analysis international conference on Intelligent Computing in Pattern Analysis/Synthesis
Two-View geometry and reconstruction under quasi-perspective projection
ACCV'09 Proceedings of the 9th Asian conference on Computer Vision - Volume Part II
Fast 3d structure from motion with missing points from registration of partial reconstructions
AMDO'12 Proceedings of the 7th international conference on Articulated Motion and Deformable Objects
Deformation weight constraint and 3D reconstruction of nonrigid objects
ICIAR'07 Proceedings of the 4th international conference on Image Analysis and Recognition
Collaborative localization in visual sensor networks
ACM Transactions on Sensor Networks (TOSN)
Hi-index | 0.14 |
The factorization method, first developed by Tomasi and Kanade, recovers both the shape of an object and its motion from a sequence of images, using many images and tracking many feature points to obtain highly redundant feature position information. The method robustly processes the feature trajectory information using singular value decomposition (SVD), taking advantage of the linear algebraic properties of orthographic projection. However, an orthographic formulation limits the range of motions the method can accommodate. Paraperspective projection, first introduced by Ohta, is a projection model that closely approximates perspective projection by modeling several effects not modeled under orthographic projection, while retaining linear algebraic properties. Our paraperspective factorization method can be applied to a much wider range of motion scenarios, including image sequences containing motion toward the camera and aerial image sequences of terrain taken from a low-altitude airplane.