Unsupervised Learning of Optical Flow With CNN-based Non-Local Filtering

Estimating optical flow from successive video frames is one of the fundamental problems in computer vision and image processing. In the era of deep learning, many methods have been proposed to use convolutional neural networks (CNNs) for optical flow estimation in an unsupervised manner. However, th...

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Publié dans:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society. - 1992. - PP(2020) vom: 05. Aug.
Auteur principal: Tian, Long (Auteur)
Autres auteurs: Tu, Zhigang, Zhang, Dejun, Liu, Jun, Li, Baoxin, Yuan, Junsong
Format: Article en ligne
Langue:English
Publié: 2020
Accès à la collection:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society
Sujets:Journal Article