Binocular Image Flows: Steps Toward Stereo-Motion Fusion
IEEE Transactions on Pattern Analysis and Machine Intelligence
IEEE Transactions on Pattern Analysis and Machine Intelligence
IEEE Transactions on Pattern Analysis and Machine Intelligence
Recovery of Nonrigid Motion and Structure
IEEE Transactions on Pattern Analysis and Machine Intelligence
Performance of optical flow techniques
International Journal of Computer Vision
The incremental approximation of nonrigid motion
CVGIP: Image Understanding
Model-based joint motion and structure estimation from stereo images
Computer Vision and Image Understanding
The reconstruction of dynamic 3D structure of biological objects using stereo microscope images
Machine Vision and Applications
A Multibody Factorization Method for Independently Moving Objects
International Journal of Computer Vision
Photorealistic Scene Reconstruction by Voxel Coloring
International Journal of Computer Vision
Robot Vision
Spatio-temporal view interpolation
EGRW '02 Proceedings of the 13th Eurographics workshop on Rendering
Shape and Nonrigid Motion Estimation Through Physics-Based Synthesis
IEEE Transactions on Pattern Analysis and Machine Intelligence
ICCV '99 Proceedings of the International Conference on Computer Vision-Volume 2 - Volume 2
Image-based spatiotemporal modeling and view interpolation of dynamic events
Image-based spatiotemporal modeling and view interpolation of dynamic events
Multi-View Stereo Reconstruction and Scene Flow Estimation with a Global Image-Based Matching Score
International Journal of Computer Vision
Stereo for Image-Based Rendering using Image Over-Segmentation
International Journal of Computer Vision
Real-Time Neighborhood Based Disparity Estimation Incorporating Temporal Evidence
Proceedings of the 30th DAGM symposium on Pattern Recognition
Range Flow for Varying Illumination
ECCV '08 Proceedings of the 10th European Conference on Computer Vision: Part I
Efficient Dense Scene Flow from Sparse or Dense Stereo Data
ECCV '08 Proceedings of the 10th European Conference on Computer Vision: Part I
Estimating 3D Flow for Driver Assistance Applications
PSIVT '09 Proceedings of the 3rd Pacific Rim Symposium on Advances in Image and Video Technology
Fast 3-D interpretation from monocular image sequences on large motion fields
ACCV'07 Proceedings of the 8th Asian conference on Computer vision - Volume Part II
A globally optimal approach for 3D elastic motion estimation from stereo sequences
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part IV
Joint estimation of motion, structure and geometry from stereo sequences
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part IV
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part IV
A Database and Evaluation Methodology for Optical Flow
International Journal of Computer Vision
Feature-assisted dense spatio-temporal reconstruction from binocular sequences
ACCV'10 Proceedings of the 10th Asian conference on Computer vision - Volume Part IV
Stereoscopic Scene Flow Computation for 3D Motion Understanding
International Journal of Computer Vision
Facial analysis and synthesis scheme
ACIVS'06 Proceedings of the 8th international conference on Advanced Concepts For Intelligent Vision Systems
DBN based models for audio-visual speech analysis and recognition
PCM'06 Proceedings of the 7th Pacific Rim conference on Advances in Multimedia Information Processing
4D parametric motion graphs for interactive animation
I3D '12 Proceedings of the ACM SIGGRAPH Symposium on Interactive 3D Graphics and Games
Dense and accurate spatio-temporal multi-view stereovision
ACCV'09 Proceedings of the 9th Asian conference on Computer Vision - Volume Part II
Parametric control of captured mesh sequences for real-time animation
MIG'11 Proceedings of the 4th international conference on Motion in Games
Parametric animation of performance-captured mesh sequences
Computer Animation and Virtual Worlds
Non-rigid 3D shape tracking from multiview video
Computer Vision and Image Understanding
Semi-variational registration of range images by non-rigid deformations
ACIVS'12 Proceedings of the 14th international conference on Advanced Concepts for Intelligent Vision Systems
A tensor voting approach for multi-view 3d scene flow estimation and refinement
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part IV
Towards optimal non-rigid surface tracking
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part IV
Integrating approximate depth data into dense image correspondence estimation
Proceedings of the 9th European Conference on Visual Media Production
Multi-view Scene Flow Estimation: A View Centered Variational Approach
International Journal of Computer Vision
Global Non-rigid Alignment of Surface Sequences
International Journal of Computer Vision
Consistent Binocular Depth and Scene Flow with Chained Temporal Profiles
International Journal of Computer Vision
Local scene flow by tracking in intensity and depth
Journal of Visual Communication and Image Representation
Estimating scene flow using an interconnected patch surface model with belief-propagation inference
Computer Vision and Image Understanding
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Just as optical flow is the two-dimensional motion of points in an image, scene flow is the three-dimensional motion of points in the world. The fundamental difficulty with optical flow is that only the normal flow can be computed directly from the image measurements, without some form of smoothing or regularization. In this paper, we begin by showing that the same fundamental limitation applies to scene flow; however, many cameras are used to image the scene. There are then two choices when computing scene flow: 1) perform the regularization in the images or 2) perform the regularization on the surface of the object in the scene. In this paper, we choose to compute scene flow using regularization in the images. We describe three algorithms, the first two for computing scene flow from optical flows and the third for constraining scene structure from the inconsistencies in multiple optical flows.