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3D Vision, Spring Semester 2016
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2018
Transfer from Recognition to Optical Flow by Matching Neural Paths
Implementation of Optical Flow Method by Matching Neural Paths
The goal is to extend the stereo method of Savinov et al [1] to optical flow. The main challenge is with handling of large memory requirements by passing only restricted subset of most probable labels during the back-propagation phase of label likelihoods. The method could be implemented in any deep learning framework.
[1] Savinov et al., “Matching Neural Paths: Transfer from Recognition to Correspondence Search”, NIPS 2017
Required: C++, CUDA, any Deep learning frameworkLubor Ladicky, [email protected]
