Guided Optical Flow Learning

Determining Optical Flow

B. K. Horn and B. G. Schunck · 1981

Earlier work this paper cites.

High Accuracy Optical Flow Estimation Based on a Theory for Warping

T. Brox, A. Bruhn, N. Papenberg, and J. Weickert · 2004

Earlier work this paper cites.

Large Displacement Optical Flow: Descriptor Matching in Variational Motion Estimation

T. Brox and J. Malik · 2011

Earlier work this paper cites.

A Naturalistic Open Source Movie for Optical Flow Evaluation

D. J. Butler, J. Wulff, G. B. Stanley, and M. J. Black · 2012

Earlier work this paper cites.

Are we ready for Autonomous Driving? The KITTI Vision Benchmark Suite

A. Geiger, P. Lenz, and R. Urtasun · 2012

Earlier work this paper cites.

Fast Edge-Preserving PatchMatch for Large Displacement Optical Flow

L. Bao, Q. Yang, and H. Jin · 2014

Earlier work this paper cites.

Two-Stream Convolutional Networks for Action Recognition in Videos

K. Simonyan and A. Zisserman · 2014

Earlier work this paper cites.

Flow Fields: Dense Correspondence Fields for Highly Accurate Large Displacement Optical Flow Estimation

C. Bailer, B. Taetz, and D. Stricker · 2015

Earlier work this paper cites.

FlowNet: Learning Optical Flow with Convolutional Networks

A. Dosovitskiy, P. Fischer, E. Ilg, P. Hausser, C. Hazırbas, V. Golkov, P. v.d. Smagt, D. Cremers, and T. Brox · 2015

Cited alongside, same era.

Learning to Segment Moving Objects in Videos

K. Fragkiadaki, P. Arbeláez, P. Felsen, and J. Malik · 2015

Cited alongside, same era.

Spatial Transformer Network

M. Jaderberg, K. Simonyan, A. Zisserman, and K. Kavukcuoglu · 2015

Cited alongside, same era.

Efficient Sparse-to-Dense Optical Flow Estimation using a Learned Basis and Layers

J. Wulff and M. Black · 2015

Cited alongside, same era.

Unsupervised Convolutional Neural Networks for Motion Estimation

A. Ahmadi and I. Patras · 2016

Cited alongside, same era.

Unsupervised Monocular Depth Estimation with Left-Right Consistency

Original

C. Godard, O. Mac Aodha, and G. J. Brostow · 2016

Deep Multi-Scale Video Prediction beyond Mean Square Error

M. Mathieu, C. Couprie, and Y. LeCun · 2016

Later among the works it cites.

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

N. Mayer, E. Ilg, P. Häusser, P. Fischer, D. Cremers, A. Dosovitskiy, and T. Brox · 2016

Later among the works it cites.

Optical Flow Estimation using a Spatial Pyramid Network

Original

A. Ranjan and M. J. Black · 2016

Later among the works it cites.

Back to Basics: Unsupervised Learning of Optical Flow via Brightness Constancy and Motion Smoothness

J. J. Yu, A. W. Harley, and K. G. Derpanis · 2016

Later among the works it cites.

Depth2Action: Exploring Embedded Depth for Large-Scale Action Recognition

Y. Zhu and S. Newsam · 2016

Later among the works it cites.