DocumentCode
80479
Title
VLSI Architecture Design of Guided Filter for 30 Frames/s Full-HD Video
Author
Chieh-Chi Kao ; Jui-Hsin Lai ; Shao-Yi Chien
Author_Institution
Nat. Taiwan Univ., Taipei, Taiwan
Volume
24
Issue
3
fYear
2014
fDate
Mar-14
Firstpage
513
Lastpage
524
Abstract
Filtering is widely used in image and video processing for various applications. Recently, the guided filter has been proposed and became one of the popular filtering methods. In this paper, to achieve the computation demand of guided filtering in full-HD video, a double integral image architecture for guided filter ASIC design is proposed. In addition, a reformation of the guided filter formula is proposed, which can prevent the error resulted from truncation in the fractional part and modify the regularization parameter ε on user´s demand. The hardware architecture of the guided image filter is then proposed and can be embedded in mobile devices to achieve real-time HD applications. To the best of our knowledge, this paper is also the first ASIC design for guided image filter. With a TSMC 90-nm cell library, the design can operate at 100 MHz and support for Full-HD (1920 × 1080) 30 frame/s with 92.9K gate counts and 3.2 KB on-chip memory. Moreover, for the hardware efficiency, our architecture is also the best compared to other previous works with bilateral filter.
Keywords
VLSI; application specific integrated circuits; filtering theory; video signal processing; TSMC; VLSI architecture design; bilateral filter; double integral image architecture; filtering methods; frequency 100 MHz; full-HD video; guided filter ASIC design; hardware architecture; mobile devices; on-chip memory; real-time HD applications; regularization parameter; size 90 nm; truncation; Computer architecture; Engines; Hardware; Image edge detection; Joints; Kernel; System-on-chip; Double integral image architecture; guided filter; integral image;
fLanguage
English
Journal_Title
Circuits and Systems for Video Technology, IEEE Transactions on
Publisher
ieee
ISSN
1051-8215
Type
jour
DOI
10.1109/TCSVT.2013.2278145
Filename
6578118
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