A Real-Time Video Denoising Implementation on FPGA Using Contourlet Transform

被引:0
|
作者
Truong Quang Vinh [1 ]
Le Quoc Bao Tri [1 ]
Nguyen Ngoc Tai [1 ]
机构
[1] Ho Chi Minh City Univ Technol HCMUT, Vietnam Natl Univ Ho Chi Minh City VNU HCM, Fac Elect & Elect Engn, Ho Chi Minh City, Vietnam
来源
2013 INTERNATIONAL CONFERENCE ON COMPUTING, MANAGEMENT AND TELECOMMUNICATIONS (COMMANTEL) | 2013年
关键词
video denoising; contourlet; pipeline architecture; FPGA; real-time video processing;
D O I
暂无
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
This paper presents a design and implementation of a real-time video denoising on FPGA. The video noise is decomposed into directional subbands by using contourlet transform. Thus, Gaussian noise in video frames can be removed significantly by an adaptive thresholding technique. Besides, to process video in real-time, a hardware design of proposed video denoising is implemented on FPGA. In order to achieve highest throughput, we design full pipeline architecture for hardware design. Experimental results show that our design can process with throughput of up to 150 Megapixels per second, which is totally suitable for high definition (HD) video processing.
引用
收藏
页码:203 / 207
页数:5
相关论文
共 50 条
  • [1] A real-time video denoising algorithm with FPGA implementation for Poisson–Gaussian noise
    Xin Tan
    Yu Liu
    Chenglin Zuo
    Maojun Zhang
    Journal of Real-Time Image Processing, 2017, 13 : 327 - 343
  • [2] A real-time video denoising algorithm with FPGA implementation for Poisson-Gaussian noise
    Tan, Xin
    Liu, Yu
    Zuo, Chenglin
    Zhang, Maojun
    JOURNAL OF REAL-TIME IMAGE PROCESSING, 2017, 13 (02) : 327 - 343
  • [3] Real-time FPGA implementation of hough transform using gradient and CORDIC algorithm
    Karabernou, SM
    Terranti, F
    IMAGE AND VISION COMPUTING, 2005, 23 (11) : 1009 - 1017
  • [4] REAL-TIME IMPLEMENTATION OF MOVING OBJECT DETECTION IN VIDEO SURVEILLANCE SYSTEMS USING FPGA
    Kryjak, Tomasz
    Gorgon, Marek
    COMPUTER SCIENCE-AGH, 2011, 12 : 149 - 162
  • [5] An FPGA Design for Real-Time Image Denoising
    Ben Atitallah, Ahmed
    COMPUTER SYSTEMS SCIENCE AND ENGINEERING, 2022, 43 (02): : 803 - 816
  • [6] REAL-TIME VIDEO DENOISING ON MOBILE PHONES
    Ehmann, Lana
    Chu, Lun-Cheng
    Tsai, Sung-Fang
    Liang, Chia-Kai
    2018 25TH IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP), 2018, : 505 - 509
  • [7] Real-time geometrical correction of video image using FPGA
    Jereb, Zmago
    Diaci, Janez
    IEICE ELECTRONICS EXPRESS, 2010, 7 (05): : 346 - 351
  • [8] REAL-TIME KEYSTONE CORRECTION OF VIDEO IMAGE USING FPGA
    Jereb, Zmago
    Diaci, Janez
    INFORMACIJE MIDEM-JOURNAL OF MICROELECTRONICS ELECTRONIC COMPONENTS AND MATERIALS, 2010, 40 (03): : 204 - 207
  • [9] Implementation of Real-time Connected Component Labeling using FPGA
    Tsai, Tsung-Han
    Ho, Yuan-Chen
    Tsai, Chi-En
    2018 IEEE INTERNATIONAL CONFERENCE ON CONSUMER ELECTRONICS-TAIWAN (ICCE-TW), 2018,
  • [10] Visible light video denoising and FPGA hardware implementation
    Zhao S.
    Wan M.
    Qian W.
    Zhou L.
    Shao A.
    Chen Q.
    Gu G.
    Guangxue Jingmi Gongcheng/Optics and Precision Engineering, 2022, 30 (15): : 1868 - 1879