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Optical Flow Estimation
Contact: Frank Steinbrücker
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Book Chapters | Journal Articles | Preprints | Conference and Workshop Papers | PhD Thesis
Book Chapters
2006
[] A survey on variational optic flow methods for small displacements , Chapter in Mathematical Models for Registration and Applications to Medical Imaging (O. Scherzer, ed.), Springer, volume 10, 2006.
[] Adaptive structure tensors and their applications , Chapter in Visualization and Processing of Tensor Fields (J. Weickert, H. Hagen, eds.), Springer, 2006.
Book Chapters | Journal Articles | Preprints | Conference and Workshop Papers | PhD Thesis
Journal Articles
2018
[] What Makes Good Synthetic Training Data for Learning Disparity and Optical Flow Estimation? , In , volume 41, 2018. (arxiv)
2014
[] Convex Relaxation of Vectorial Problems with Coupled Regularization , In SIAM Journal on Imaging Sciences, volume 7, 2014.
2012
[] The Natural Total Variation Which Arises from Geometric Measure Theory , In SIAM Journal on Imaging Sciences, volume 5, 2012.
2011
[] Bootstrap Optical Flow and Uncertainty Measure , In Computer Vision and Image Understanding, volume 115, 2011.
[] Motion Field Estimation from Alternate Exposure Images , In IEEE Transactions on Pattern Analysis and Machine Intelligence, volume 33, 2011.
[] Stereoscopic Scene Flow Computation for 3D Motion Understanding , In International Journal of Computer Vision, volume 95, 2011.
2005
[] Motion Competition: A variational framework for piecewise parametric motion segmentation , In International Journal of Computer Vision, volume 62, 2005.
2003
[] Statistical shape knowledge in variational motion segmentation , In Image and Vision Computing, volume 21, 2003.
Book Chapters | Journal Articles | Preprints | Conference and Workshop Papers | PhD Thesis
Preprints
2006
[] Highly accurate optic flow computation with theoretically justified warping , In International Journal of Computer Vision, volume 67, 2006.
Book Chapters | Journal Articles | Preprints | Conference and Workshop Papers | PhD Thesis
Conference and Workshop Papers
2015
[] FlowNet: Learning Optical Flow with Convolutional Networks , In IEEE International Conference on Computer Vision (ICCV), 2015. ([video],[code])
2011
[] Multi-object tracking via high accuracy optical flow and finite set statistics , In International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2011.
[] Tight Convex Relaxations for Vector-Valued Labeling Problems , In IEEE International Conference on Computer Vision (ICCV), 2011.
2010
[] Interactive Motion Segmentation , In Pattern Recognition (Proc. DAGM), Springer, volume 6376, 2010.
[] Complex Motion Models for Simple Optical Flow Estimation , In Pattern Recognition (Proc. DAGM), Springer, volume 6376, 2010.
2009
[] Advanced Data Terms for Variational Optic Flow Estimation , In Proceedings Vision, Modeling and Visualization (VMV), 2009.
[] Reconstructing Optical Flow Fields by Motion Inpainting , In Energy Minimization Methods in Computer Vision and Pattern Recognition (EMMCVPR), Springer, volume 5681, 2009.
[] Video Super Resolution using Duality Based TV-L1 Optical Flow , In Pattern Recognition (Proc. DAGM), 2009.
[] Large Displacement Optical Flow Computation without Warping , In IEEE International Conference on Computer Vision (ICCV), 2009.
[] Structure- and Motion-adaptive Regularization for High Accuracy Optic Flow , In IEEE International Conference on Computer Vision (ICCV), 2009.
[] Variational Optical Flow from Alternate Exposure Images , In Proceedings Vision, Modeling and Visualization (VMV), 2009.
2008
[] An Improved Algorithm for TV-L1 Optical Flow , In Proc. of the Dagstuhl Motion Workshop, Springer, 2008.
[] Duality TV-L1 Flow with Fundamental Matrix Prior , In Image Vision and Computing, 2008.
[] Efficient Dense Scene Flow from Sparse or Dense Stereo Data , In European Conference on Computer Vision (ECCV), 2008.
2007
[] A Duality Based Algorithm for TV-L1-Optical-Flow Image Registration , In 10th International Conference on Medical Image Computing and Computer Assisted Intervention, 2007.
[] A Duality Based Approach for Realtime TV-L1 Optical Flow , In Pattern Recognition (Proc. DAGM), 2007.
2006
[] Variational motion segmentation with level sets , In European Conference on Computer Vision (ECCV) (A. Leonardis, H. Bischof, A. Pinz, eds.), Springer, volume 3951, 2006.
2004
[] High accuracy optical flow estimation based on a theory for warping , In European Conference on Computer Vision (ECCV) (T. Pajdla, J. Matas, eds.), Springer, volume 3024, 2004.
Received "The Longuet-Higgins Best Paper Award"
2003
[] A generative model based approach to motion segmentation , In Pattern Recognition (Proc. DAGM) (B. Michaelis, G. Krell, eds.), Springer, volume 2781, 2003.
[] Variational space-time motion segmentation , In IEEE International Conference on Computer Vision (ICCV) (B. Triggs, A. Zisserman, eds.), volume 2, 2003.
2002
[] Statistical shape knowledge in variational motion segmentation , In 1st Internat. Workshop on Generative-Model-Based Vision (A. Pece, Y. N. Wu, R. Larsen, eds.), Univ. of Copenhagen, 2002. (http://www.diku.dk/research/published/2002/02-01)
[] Nonlinear matrix diffusion for optic flow estimation , In Pattern Recognition (Proc. DAGM) (L. van Gool, ed.), Springer, volume 2449, 2002.
Book Chapters | Journal Articles | Preprints | Conference and Workshop Papers | PhD Thesis
PhD Thesis
2009
[] Restoration and Prostprocessing of Optical Flows , PhD thesis, Faculty of Mathematics and Computer Science, Heidelberg University, 2009.