Defocus Image Deblurring Network With Defocus Map Estimation as Auxiliary Task

Different from the object motion blur, the defocus blur is caused by the limitation of the cameras' depth of field. The defocus amount can be characterized by the parameter of point spread function and thus forms a defocus map. In this paper, we propose a new network architecture called Defocus...

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Bibliographische Detailangaben
Veröffentlicht in:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society. - 1992. - 31(2022) vom: 12., Seite 216-226
1. Verfasser: Ma, Haoyu (VerfasserIn)
Weitere Verfasser: Liu, Shaojun, Liao, Qingmin, Zhang, Juncheng, Xue, Jing-Hao
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2022
Zugriff auf das übergeordnete Werk:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society
Schlagworte:Journal Article