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
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
  • [41] A Real-Time Cascaded Video Denoising Algorithm Using Intensity and Structure Tensor
    Tan, Xin
    Liu, Yu
    Xiao, Huaxin
    Zhang, Maojun
    IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS, 2015, E98D (07): : 1333 - 1342
  • [42] Real-Time FPGA Implementation of FIR Filter Using OpenCL Design
    Firmansyah, Iman
    Yamaguchi, Yoshiki
    JOURNAL OF SIGNAL PROCESSING SYSTEMS FOR SIGNAL IMAGE AND VIDEO TECHNOLOGY, 2022, 94 (01): : 117 - 129
  • [43] Real-Time FPGA Implementation of FIR Filter Using OpenCL Design
    Iman Firmansyah
    Yoshiki Yamaguchi
    Journal of Signal Processing Systems, 2022, 94 : 117 - 129
  • [44] Real-time integer hough transform based on FPGA
    Tang, Lin-Bo
    Tao, Fen-Fang
    Zhao, Bao-Jun
    Liu, Jia-Jun
    Xi Tong Gong Cheng Yu Dian Zi Ji Shu/Systems Engineering and Electronics, 2012, 34 (03): : 610 - 613
  • [45] A real-time hardware implementation of the Hough transform
    Cucchiara, R
    Neri, G
    Piccardi, M
    JOURNAL OF SYSTEMS ARCHITECTURE, 1998, 45 (01) : 31 - 45
  • [46] FastRWDnet: implementation of novel real-time deep video denoising utilizing optimized FastDVDnetFastRWDnet: implementation of novel real-time deep video denoising utilizing optimized...S. S. Sarkar et al.
    Shankha Shubhra Sarkar
    Aryaman Kakad
    Shashank Mouli Satapathy
    Innovations in Systems and Software Engineering, 2025, 21 (1) : 53 - 64
  • [47] A Proposed Intelligent Denoising Technique for Spatial Video Denoising for Real-Time Applications
    Sarhan, Amany
    Faheem, Mohamed T.
    Mahmoud, Rasha Orban
    INTERNATIONAL JOURNAL OF MOBILE COMPUTING AND MULTIMEDIA COMMUNICATIONS, 2010, 2 (01) : 20 - 39
  • [48] Efficient Architecture For Real Time Implementation of Hilbert Transform in FPGA
    Prince, A. Amalin
    Verma, Prakhar K.
    Jayakumar, C.
    Raju, Daniel
    2015 IEEE INTERNATIONAL CONFERENCE ON ELECTRICAL, COMPUTER AND COMMUNICATION TECHNOLOGIES, 2015,
  • [49] FPGA real-time implementation of welch transform for diagnosis of broken rotor bars in induction motors
    Hamouda, Salim
    Hamdani, Samir
    Khelfi, Hamid
    ELECTRICAL ENGINEERING, 2025, 107 (01) : 553 - 567
  • [50] FPGA implementation of 3D discrete wavelet transform for real-time medical imaging
    Jiang, Richard M.
    Crookes, Danny
    2007 EUROPEAN CONFERENCE ON CIRCUIT THEORY AND DESIGN, VOLS 1-3, 2007, : 519 - 522