A Taxonomy and Evaluation of Dense Two-Frame Stereo Correspondence Algorithms
International Journal of Computer Vision
Spatio-Temporal Stereo Using Multi-Resolution Subdivision Surfaces
International Journal of Computer Vision
International Journal of Computer Vision
ICCV '99 Proceedings of the International Conference on Computer Vision-Volume 2 - Volume 2
Prediction Error as a Quality Metric for Motion and Stereo
ICCV '99 Proceedings of the International Conference on Computer Vision-Volume 2 - Volume 2
High-quality video view interpolation using a layered representation
ACM SIGGRAPH 2004 Papers
An Energy Minimisation Approach to Stereo-Temporal Dense Reconstruction
ICPR '04 Proceedings of the Pattern Recognition, 17th International Conference on (ICPR'04) Volume 4 - Volume 04
Spacetime Stereo: A Unifying Framework for Depth from Triangulation
IEEE Transactions on Pattern Analysis and Machine Intelligence
Silhouette and stereo fusion for 3D object modeling
Computer Vision and Image Understanding - Model-based and image-based 3D scene representation for interactive visalization
International Journal of Computer Vision
Estimating Disparity and Occlusions in Stereo Video Sequences
CVPR '05 Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05) - Volume 2 - Volume 02
SCAPE: shape completion and animation of people
ACM SIGGRAPH 2005 Papers
A Comparison and Evaluation of Multi-View Stereo Reconstruction Algorithms
CVPR '06 Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition - Volume 1
Multi-View Stereo Reconstruction and Scene Flow Estimation with a Global Image-Based Matching Score
International Journal of Computer Vision
Surface Capture for Performance-Based Animation
IEEE Computer Graphics and Applications
Multi-scale 3D scene flow from binocular stereo sequences
Computer Vision and Image Understanding
Articulated mesh animation from multi-view silhouettes
ACM SIGGRAPH 2008 papers
Space-time surface reconstruction using incompressible flow
ACM SIGGRAPH Asia 2008 papers
Real-Time Neighborhood Based Disparity Estimation Incorporating Temporal Evidence
Proceedings of the 30th DAGM symposium on Pattern Recognition
Real-time joint disparity and disparity flow estimation on programmable graphics hardware
Computer Vision and Image Understanding
Temporal Surface Tracking Using Mesh Evolution
ECCV '08 Proceedings of the 10th European Conference on Computer Vision: Part II
Objective quality assessment in free-viewpoint video production
Image Communication
Building Rome on a cloudless day
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
Dense, robust, and accurate motion field estimation from stereo image sequences in real-time
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part IV
Real-time spatiotemporal stereo matching using the dual-cross-bilateral grid
ECCV'10 Proceedings of the 11th European conference on computer vision conference on Computer vision: Part III
A Database and Evaluation Methodology for Optical Flow
International Journal of Computer Vision
Stereoscopic Scene Flow Computation for 3D Motion Understanding
International Journal of Computer Vision
Carved visual hulls for image-based modeling
ECCV'06 Proceedings of the 9th European conference on Computer Vision - Volume Part I
Dense motion and disparity estimation via loopy belief propagation
ACCV'06 Proceedings of the 7th Asian conference on Computer Vision - Volume Part II
Dense and accurate spatio-temporal multi-view stereovision
ACCV'09 Proceedings of the 9th Asian conference on Computer Vision - Volume Part II
Temporally consistent disparity and optical flow via efficient spatio-temporal filtering
PSIVT'11 Proceedings of the 5th Pacific Rim conference on Advances in Image and Video Technology - Volume Part I
Learning temporally consistent rigidities
CVPR '11 Proceedings of the 2011 IEEE Conference on Computer Vision and Pattern Recognition
Scene flow estimation by growing correspondence seeds
CVPR '11 Proceedings of the 2011 IEEE Conference on Computer Vision and Pattern Recognition
CVPR '11 Proceedings of the 2011 IEEE Conference on Computer Vision and Pattern Recognition
Spatiotemporal Stereo and Scene Flow via Stequel Matching
IEEE Transactions on Pattern Analysis and Machine Intelligence
High Accuracy and Visibility-Consistent Dense Multiview Stereo
IEEE Transactions on Pattern Analysis and Machine Intelligence
On 3-D scene flow and structure recovery from multiview image sequences
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
Markerless Shape and Motion Capture From Multiview Video Sequences
IEEE Transactions on Circuits and Systems for Video Technology
Consistent depth maps recovery from a trinocular video sequence
CVPR '12 Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition (CVPR)
Spatiotemporal oriented energies for spacetime stereo
ICCV '11 Proceedings of the 2011 International Conference on Computer Vision
3D scene flow estimation with a rigid motion prior
ICCV '11 Proceedings of the 2011 International Conference on Computer Vision
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This paper surveys the state of the art in evaluating the performance of scene flow estimation and points out the difficulties in generating benchmarks with ground truth which have not allowed the development of general, reliable solutions. Hopefully, the renewed interest in dynamic 3D content, which has led to increased research in this area, will also lead to more rigorous evaluation and more effective algorithms. We begin by classifying methods that estimate depth, motion or both from multi-view sequences according to their parameterization of shape and motion. Then, we present several criteria for their evaluation, discuss their strengths and weaknesses and conclude with recommendations.