Interpreting and Extending the Guided Filter via Cyclic Coordinate Descent

The guided filter (GF) is a widely used smoothing tool in computer vision and image processing. However, to the best of our knowledge, few papers investigate the mathematical connection between this filter and the least-squares optimization. In this paper, we first interpret the guided filter as the...

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Veröffentlicht in:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society. - 1992. - 28(2019), 2 vom: 12. Feb., Seite 767-778
1. Verfasser: Dai, Longquan (VerfasserIn)
Weitere Verfasser: Yuan, Mengke, Tang, Liang, Xie, Yuan, Zhang, Xiaopeng, Tang, Jinhui
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2019
Zugriff auf das übergeordnete Werk:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society
Schlagworte:Journal Article