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...

Ausführliche Beschreibung

Bibliographische Detailangaben
Veröffentlicht in:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society. - 1992. - PP(2020) vom: 05. Aug.
1. Verfasser: Tian, Long (VerfasserIn)
Weitere Verfasser: Tu, Zhigang, Zhang, Dejun, Liu, Jun, Li, Baoxin, Yuan, Junsong
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2020
Zugriff auf das übergeordnete Werk:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society
Schlagworte:Journal Article