Deep Online Video Stabilization with Multi-Grid Warping Transformation Learning

Video stabilization techniques are essential for most hand-held captured videos due to high-frequency shakes. Several 2D, 2.5D and 3D-based stabilization techniques have been presented previously, but to our knowledge, no solutions based on deep neural networks had been proposed to date. The main re...

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Bibliographische Detailangaben
Veröffentlicht in:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society. - 1992. - (2018) vom: 30. Nov.
1. Verfasser: Wang, Miao (VerfasserIn)
Weitere Verfasser: Yang, Guo-Ye, Lin, Jin-Kun, Zhang, Song-Hai, Shamir, Ariel, Lu, Shao-Ping, Hu, Shi-Min
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2018
Zugriff auf das übergeordnete Werk:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society
Schlagworte:Journal Article