DocumentCode
2124900
Title
Efficient implementation of Filtering-Direction-Controlled Digital TV Filter for image denoising
Author
Senzaki, Kenta ; Toda, Masato ; Tsukada, Masato
Author_Institution
NEC Inf. & Media Process. Labs., Kanagawa, Japan
fYear
2015
fDate
9-12 Jan. 2015
Firstpage
633
Lastpage
634
Abstract
We propose the efficient implementation of Filtering-Direction-Controlled Digital Total-Variation Filter (FDC-DTVF) for real-time image denoising. FDC-DTVF produces a clear image compared to the conventional pixel-based denoising methods, but has not yet to be considered regarding its efficient implementation. We conduct algorithm optimization by reusing a calculated criterion that is newly introduced in FDC-DTVF, since the criterion is almost invariant in each step of the iterative process. We also conducted a software implementation so we can more efficiently use the CPU resource. The simulation results showed that our implementation achieves the real-time processing for a VGA video, while maintaining the image denoising performance.
Keywords
digital television; filtering theory; image denoising; iterative methods; optimisation; video surveillance; CPU resource; FDC-DTVF; VGA video; algorithm optimization; conventional pixel based denoising methods; filtering direction controlled digital TV filter; filtering direction controlled digital total variation filter; iterative process; real-time image denoising; software implementation; Digital TV; Digital filters; Filtering algorithms; Image denoising; Noise reduction; Real-time systems;
fLanguage
English
Publisher
ieee
Conference_Titel
Consumer Electronics (ICCE), 2015 IEEE International Conference on
Conference_Location
Las Vegas, NV
Print_ISBN
978-1-4799-7542-6
Type
conf
DOI
10.1109/ICCE.2015.7066558
Filename
7066558
Link To Document