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RAFT: Recurrent All-Pairs Field Transforms for Optical Flow: Difference between revisions
RAFT: Recurrent All-Pairs Field Transforms for Optical Flow (view source)
Revision as of 15:04, 28 August 2020
, 28 August 2020→Update Block
(Created page with "RAFT: Recurrent All-Pairs Field Transforms for Optical Flow (ECCV 2020) * [https://arxiv.org/abs/2003.12039 Arxiv mirror] * [https://github.com/princeton-vl/RAFT Github repo]...") |
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Note that the inputs are not shown clearly in the main figure. Th flow is also an input to the network. | Note that the inputs are not shown clearly in the main figure. Th flow is also an input to the network. | ||
In their code the inputs are: | In their code the inputs are: | ||
* <code>net</code> | * <code>net</code> the hidden features | ||
* <code>inp</code> | * <code>inp</code> the context | ||
* <code>corr</code> | * <code>corr</code> the correlation | ||
* <code>flow</code> | * <code>flow</code> the flow. | ||
The outputs are: | |||
* <code>net</code> the new hidden features | |||
* <code>mask</code> the mask for upsampling the optical flow | |||
* <code>delta_flow</code> the flow update | |||
Their update block consists of two ConvGRU units. | |||
See their paper and code for details. | |||
==Evaluation== | ==Evaluation== | ||