Keyword

optical flow

Description: The apparent motion pattern of image features between successive visual frames, used in computer vision to estimate scene or camera movement.

Primary topic: Advanced Vision and Imaging (22%)

Wikidata ID: wiki/Q736111

OpenAlex ID: keywords/optical-flow

Are we ready for autonomous driving? The KITTI vision benchmark suite

2012 · A. Geiger, P. Lenz, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 14,861

Determining optical flow

1981 · Berthold K.P. Horn, Brian G. Schunck · Artificial Intelligence · 10,292

Vision meets robotics: The KITTI dataset

2013 · A Geiger, P Lenz, et al. · The International Journal of Robotics Research · 9,849

Determining Optical Flow

1981 · Berthold K. Horn, Brian G. Schunck · Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE · 7,394

FlowNet: Learning Optical Flow with Convolutional Networks

2015 · Alexey Dosovitskiy, Philipp Fischer, et al. · IEEE International Conference on Computer Vision (ICCV) · 4,309

Performance of optical flow techniques

1994 · J. L. Barron, D. J. Fleet, et al. · International Journal of Computer Vision · 4,304

Lucas-Kanade 20 Years On: A Unifying Framework

2004 · Simon Baker, Iain Matthews · International Journal of Computer Vision · 3,156

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FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks

2017 · Eddy Ilg, Nikolaus Mayer, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 3,153

RAFT: Recurrent All-Pairs Field Transforms for Optical Flow

2020 · Zachary Teed, Jia Deng · Lecture notes in computer science · 2,806

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PWC-Net: CNNs for Optical Flow Using Pyramid, Warping, and Cost Volume

2018 · Deqing Sun, Xiaodong Yang, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 2,719

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High Accuracy Optical Flow Estimation Based on a Theory for Warping

2004 · Thomas Brox, Andrés Bruhn, et al. · Lecture notes in computer science · 2,632

Event-Based Vision: A Survey

2020 · Guillermo Gallego, Tobi Delbruck, et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2,545

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A Large Dataset to Train Convolutional Networks for Disparity, Optical Flow, and Scene Flow Estimation

2016 · Nikolaus Mayer, Eddy Ilg, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 2,484

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Image matching as a diffusion process: an analogy with Maxwell's demons

1998 · J.-P. Thirion · Medical Image Analysis · 2,443

A Database and Evaluation Methodology for Optical Flow

2010 · Simon Baker, Daniel Scharstein, et al. · International Journal of Computer Vision · 2,204

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Beyond short snippets: Deep networks for video classification

2015 · Joe Yue-Hei Ng, Matthew Hausknecht, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 2,123

Gesture Recognition: A Survey

2007 · Sushmita Mitra, Tinku Acharya · IEEE Transactions on Systems Man and Cybernetics Part C (Applications and Reviews) · 1,988

A Naturalistic Open Source Movie for Optical Flow Evaluation

2012 · Daniel J. Butler, Jonas Wulff, et al. · Lecture notes in computer science · 1,842

Abnormal crowd behavior detection using social force model

2009 · Ramin Mehran, Alexis Oyama, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 1,726

Human Detection Using Oriented Histograms of Flow and Appearance

2006 · Navneet Dalal, Bill Triggs, et al. · Lecture notes in computer science · 1,684

Dense Trajectories and Motion Boundary Descriptors for Action Recognition

2013 · Heng Wang, Alexander Kläser, et al. · International Journal of Computer Vision · 1,669

A Duality Based Approach for Realtime TV-L 1 Optical Flow

2007 · C. Zach, T. Pock, et al. · Springer eBooks · 1,647

The Robust Estimation of Multiple Motions: Parametric and Piecewise-Smooth Flow Fields

1996 · Michael J. Black, P. Anandan · Computer Vision and Image Understanding · 1,571

Pyramidal implementation of the Lucas Kanade feature tracker description of the algorithm

1999 · J.-Y. Bouguet · 1,545

Secrets of optical flow estimation and their principles

2010 · Deqing Sun, Stefan Roth, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 1,419

Works count: 28,270

Citation count: 525,000