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    題名: Low-cost and high-speed hardware implementation of contrast-preserving image dynamic range compression for full-HD video enhancement
    作者: Li, Shih-An;Tsai, Chi-Yi
    關鍵詞: approximation theory;data compression;field programmable gate arrays;image colour analysis;image enhancement;video coding
    日期: 2015-08-01
    上傳時間: 2016-01-06 11:03:09 (UTC+8)
    出版者: IET
    摘要: This study presents a cost-efficient and high-performance field programmable gate array (FPGA)-based hardware implementation of a contrast-preserving image dynamic range compression algorithm, which is an important function used in modern digital video cameras and displays to improve visual quality of standard dynamic range colour images (8 bits/channel). To achieve this purpose, a hardware-friendly approximation to an existing fast dynamic range compression with local contrast preservation (FDRCLCP) algorithm is proposed. The computation of the proposed approximated FDRCLCP algorithm requires only fixed-point unsigned binary addition, multiplication, and bit-shifting. Moreover, the proposed hardware implementation uses a line buffer instead of a frame buffer to process whole image data. These advantages significantly improve throughput performance and reduce memory requirement of the system. The FPGA implementation of the proposed algorithm requires only about 98 K bits on-chip memory and achieves about 170.24 MHz operating frequency by using an Altera Cyclone II device. This is a large improvement compared with the existing results as it is quick enough to process full high-definition videos (1920 × 1080 pixels) at least 80 frames per second using a low-cost FPGA device.
    關聯: Image Processing 9(8), pp.605-614
    DOI: 10.1049/iet-ipr.2014.0162
    顯示於類別:[電機工程學系暨研究所] 期刊論文

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