@inproceedings{DeepFlow2013, address = {Sydney, Australia}, author = {Weinzaepfel, Philippe and Revaud, Jerome and Harchaoui, Zaid and Schmid, Cordelia}, booktitle = {IEEE Intenational Conference on Computer Vision (ICCV)}, month = dec, title = {DeepFlow: Large displacement optical flow with deep matching}, url = {http://hal.inria.fr/hal-00873592}, year = {2013} } @article{LargeDisplacementOptFlow_TPAMI2011, author={T. Brox and J. Malik}, journal={IEEE Transactions on Pattern Analysis and Machine Intelligence}, title={Large Displacement Optical Flow: Descriptor Matching in Variational Motion Estimation}, year={2011}, volume={33}, number={3}, pages={500-513}, keywords={image matching;image sequences;motion estimation;descriptor matching;optical flow estimation;variational motion estimation;Adaptive optics;Histograms;Image color analysis;Numerical models;Optical imaging;Optimization;Pixel;Motion;optical flow.;video;Algorithms;Artificial Intelligence;Computer Simulation;Humans;Image Enhancement;Image Interpretation, Computer-Assisted;Imaging, Three-Dimensional;Information Storage and Retrieval;Models, Theoretical;Motion;Pattern Recognition, Automated;Phantoms, Imaging;Sensitivity and Specificity;Signal Processing, Computer-Assisted;Subtraction Technique;Video Recording}, doi={10.1109/TPAMI.2010.143}, ISSN={0162-8828}, month=mar,} @ARTICLE{GradientBasedConvNN_ProcIEEE1998, author={Y. Lecun and L. Bottou and Y. Bengio and P. Haffner}, journal={Proceedings of the IEEE}, title={Gradient-based learning applied to document recognition}, year={1998}, volume={86}, number={11}, pages={2278-2324}, keywords={optical character recognition;multilayer perceptrons;backpropagation;convolution;gradient-based learning;document recognition;multilayer neural networks;back-propagation;gradient based learning technique;complex decision surface synthesis;high-dimensional patterns;handwritten character recognition;handwritten digit recognition task;2D shape variability;document recognition systems;field extraction;segmentation recognition;language modeling;graph transformer networks;GTN;multimodule systems;performance measure minimization;cheque reading;convolutional neural network character recognizers;Neural networks;Pattern recognition;Machine learning;Optical character recognition software;Character recognition;Feature extraction;Multi-layer neural network;Optical computing;Hidden Markov models;Principal component analysis}, doi={10.1109/5.726791}, ISSN={0018-9219}, month=nov,} @article{HornSchunckOpticalFlow1981, author = {Horn, Berthold K.P. and Schunck, Brian G.}, issn = {0004-3702}, journal = {Artificial Intelligence}, month = aug, number = {1-3}, pages = {185--203}, title = {Determining optical flow: a retrospective}, volume = {17}, year = {1981} } @inproceedings{PolyFlow2003, address = {Berlin, Heidelberg}, author = {Farneb{\"a}ck, Gunnar}, booktitle = {Image Analysis}, editor = {Bigun, Josef and Gustavsson, Tomas}, isbn = {978-3-540-45103-7}, pages = {363--370}, publisher = {Springer Berlin Heidelberg}, title = {Two-Frame Motion Estimation Based on Polynomial Expansion}, year = {2003} } @inproceedings{NormalizedDiffConvolution1993, title={Normalized and differential convolution}, author={Knutsson, Hans and Westin, C-F}, booktitle={IEEE Computer Society Conference on Computer Vision and Pattern Recognition}, pages={515--523}, year={1993}, organization={IEEE} } @phdthesis{farneback2002polynomial, title={Polynomial expansion for orientation and motion estimation}, author={Farneb{\"a}ck, Gunnar}, year={2002}, school={Link{\"o}ping University Electronic Press} } @inproceedings{DualFlow2007, address = {Berlin, Heidelberg}, author = {Zach, C. and Pock, T. and Bischof, H.}, booktitle = {Pattern Recognition}, editor = {Hamprecht, Fred A. and Schn{\"o}rr, Christoph and J{\"a}hne, Bernd}, isbn = {978-3-540-74936-3}, pages = {214--223}, publisher = {Springer Berlin Heidelberg}, title = {A Duality Based Approach for Realtime {TV-L1} Optical Flow}, year = {2007} } @article{DualFlow2016, author = {P{\'e}rez, Javier S{\'a}nchez and Meinhardt-Llopis, Enric and Facciolo, Gabriele}, title = {{TV-L1} Optical Flow Estimation}, journal = {Image Processing On Line}, volume = {3}, pages = {137--150}, year = {2013}, doi = {10.5201/ipol.2013.26}, month = jul, }