Devon: Deformable volume network for learning optical flow

We propose a new neural network module, Deformable Cost Volume, for learning large displacement optical flow. The module does not distort the original images or their feature maps and therefore avoids the artifacts associated with warping. Based on this module, a new neural network model is proposed...

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Bibliografische gegevens
Hoofdauteurs: Lu, Y, Valmadre, J, Wang, H, Kannala, J, Harandi, M, Torr, P
Formaat: Conference item
Gepubliceerd in: Springer, Cham 2019
Omschrijving
Samenvatting:We propose a new neural network module, Deformable Cost Volume, for learning large displacement optical flow. The module does not distort the original images or their feature maps and therefore avoids the artifacts associated with warping. Based on this module, a new neural network model is proposed. The full version of this paper can be found online (https://arxiv.org/abs/1802.07351).