• DocumentCode
    1551668
  • Title

    A 124 Mpixels/s VLSI Design for Histogram-Based Joint Bilateral Filtering

  • Author

    Tseng, Yu-Cheng ; Hsu, Po-Hsiung ; Chang, Tian-Sheuan

  • Author_Institution
    Dept. of Electron. Eng., Nat. Chiao Tung Univ., Hsinchu, Taiwan
  • Volume
    20
  • Issue
    11
  • fYear
    2011
  • Firstpage
    3231
  • Lastpage
    3241
  • Abstract
    This paper presents an efficient and scalable design for histogram-based bilateral filtering (BF) and joint BF (JBF) by memory reduction methods and architecture design techniques to solve the problems of high memory cost, high computational complexity, high bandwidth, and large range table. The presented memory reduction methods exploit the progressive computing characteristics to reduce the memory cost to 0.003%-0.020%, as compared with the original approach. Furthermore, the architecture design techniques adopt range domain parallelism and take advantage of the computing order and the numerical properties to solve the complexity, bandwidth, and range-table problems. The example design with a 90-nm complementary metal-oxide-semiconductor process can deliver the throughput to 124 Mpixels/s with 356-K gate counts and 23-KB on-chip memory.
  • Keywords
    CMOS integrated circuits; VLSI; computational complexity; filtering theory; integrated circuit design; storage management; VLSI design; architecture design technique; architecture design techniques computational complexity; complementary metal-oxide-semiconductor process; histogram-based joint bilateral filtering; joint BF; memory reduction method; on-chip memory; progressive computing characteristics; range-table problem; size 90 nm; Acceleration; Bandwidth; Computational complexity; Convolution; Histograms; Kernel; Pixel; Bilateral filtering (BF); integral histogram (IH); very-large-scale-integration (VLSI) design;
  • fLanguage
    English
  • Journal_Title
    Image Processing, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1057-7149
  • Type

    jour

  • DOI
    10.1109/TIP.2011.2159226
  • Filename
    5872041