DocumentCode
1620897
Title
Spatial-temporal noise reduction filter for image devices
Author
Yoo, Sang-Hee ; Jeon, Jae-Wook ; Hwang, Jung-Hyun
Author_Institution
Dept. of Mobile Commun. Eng., Sungkyunkwan Univ., Suwon
fYear
2008
Firstpage
982
Lastpage
987
Abstract
Digital image sequences are prone to high noise levels in low light conditions, due to the increased gains. The presence of noise degrades visual quality and decreases the performance of subsequent processing tasks, such as object tracking, and video compression. We propose a denoising technique for camera systems. Our proposed structure is composed of an edge preserving spatial filter, digital image stabilization and motion adaptive temporal filter. Using spatial and temporal motion data, our proposed motion detector is shown to be efficient in reducing artifacts, such as ghost-tail or blurring caused by recursive temporal filtering methods.
Keywords
adaptive filters; filtering theory; image denoising; image restoration; image sensors; image sequences; target tracking; camera systems; denoising techniques; digital image sequences; digital image stabilization; image devices; motion adaptive temporal filter; object tracking; recursive temporal filtering methods; spatial-temporal noise reduction filter; video compression; visual quality; Adaptive filters; Cameras; Degradation; Digital filters; Digital images; Image edge detection; Noise level; Noise reduction; Spatial filters; Video compression; digital image stabilizer; spatial noise reduction; temporal noise reduction;
fLanguage
English
Publisher
ieee
Conference_Titel
Control, Automation and Systems, 2008. ICCAS 2008. International Conference on
Conference_Location
Seoul
Print_ISBN
978-89-950038-9-3
Electronic_ISBN
978-89-93215-01-4
Type
conf
DOI
10.1109/ICCAS.2008.4694641
Filename
4694641
Link To Document