Title :
A fast spatiotemporal denoising scheme for multi-shot images
Author :
Jonghun Lee ; Young-Su Moon ; Junguk Cho ; Yong-Min Tai ; Do-Hyung Kim ; Shi-Hwa Lee
Author_Institution :
Samsung Adv. Inst. of Technol., Samsung Electron., Yongin, South Korea
Abstract :
In this paper, we propose a new fast spatiotemporal denoising scheme. The noise removal is achieved hierarchically in a multi-resolution framework which is combined with image registration and temporal bilateral filtering. The proposed scheme generates satisfactory results without ghost-artifact and it requires much lower computational complexity compared with other methods.
Keywords :
computational complexity; filtering theory; image denoising; image registration; image resolution; computational complexity; fast spatiotemporal denoising scheme; image registration; multiresolution framework; multishot images; noise removal; temporal bilateral filtering; Cameras; Consumer electronics; Filtering; Motion estimation; Noise; Noise reduction; Spatiotemporal phenomena;
Conference_Titel :
Consumer Electronics (ICCE), 2014 IEEE International Conference on
Conference_Location :
Las Vegas, NV
Print_ISBN :
978-1-4799-1290-2
DOI :
10.1109/ICCE.2014.6776122