Study and Design of Image Pre-processing System Based on FPGA

被引:0
|
作者
Li, Jintong [1 ]
Duan, Xiaojie [1 ]
机构
[1] Tianjin Polytech Univ, Sch Elect & Informat Engn, Tianjin 300160, Peoples R China
来源
关键词
Image Preprocessing; FPGA; Algorithm;
D O I
10.4028/www.scientific.net/AMR.482-484.200
中图分类号
TB33 [复合材料];
学科分类号
摘要
The high speed of image processing is required in the real-time image processing system. To improve the image processing speed, it is mainly implemented by hardware. This thesis constructs an image preprocessing system based on FPGA. Several typical image preprocessing algorithms, such as fast median filter, mean filter, Gaussian filter, Laplacian and Sobel operator edge filters, are implemented in the system. In the process of the system design, the characteristics and requirements of the image-processing implemented by hardware are fully considered. The parallel attribute insiding the image algorithm is effectively dug and the pipeline structure is adopt. All mentioned above are useful to optimize and improve the algorithms, reduce the hardware consumption and raise speed of image processing.
引用
收藏
页码:200 / 205
页数:6
相关论文
共 50 条
  • [31] AOTF based Molecular Hyperspectral Imaging System and Its Image Pre-processing Method
    Gao, Yunfeng
    Zhou, Mei
    Li, Qingli
    Liu, Hongying
    Zhang, Yang
    2015 8TH INTERNATIONAL CONFERENCE ON BIOMEDICAL ENGINEERING AND INFORMATICS (BMEI), 2015, : 14 - 18
  • [32] Face recognition based on image pre-processing and gabor feature
    Zhang, Ye
    Zhang, Xiaojun
    Liu, Zhijing
    PROGRESS IN INTELLIGENCE COMPUTATION AND APPLICATIONS, PROCEEDINGS, 2007, : 392 - 395
  • [33] Infrared image pre-processing based on nonsubsampled contourlet transform
    Li, Junshan
    Zhang, Xiongmei
    Li, Kun
    Li, Xuhui
    MIPPR 2007: MULTISPECTRAL IMAGE PROCESSING, 2007, 6787
  • [34] Histogram-Based Image Pre-processing for Machine Learning
    Sada, Ayumi
    Kinoshita, Yuma
    Shiota, Sayaka
    Kiya, Hitoshi
    2018 IEEE 7TH GLOBAL CONFERENCE ON CONSUMER ELECTRONICS (GCCE 2018), 2018, : 272 - 275
  • [35] Design of the Image Acquisition and Processing System for Color Sorter Based on FPGA
    Dong, Hongwei
    Zhang, Yanjun
    Chen, Mengmei
    Jin, Wei
    2017 2ND INTERNATIONAL CONFERENCE ON CYBERNETICS, ROBOTICS AND CONTROL (CRC 2017), 2017, : 184 - 188
  • [36] Image Feature Attributes Reduction Based on PCA Pre-processing
    Chen Hai
    He Hui
    ISTM/2009: 8TH INTERNATIONAL SYMPOSIUM ON TEST AND MEASUREMENT, VOLS 1-6, 2009, : 1009 - 1013
  • [37] Detection Design and Implementation of Image Capture and Processing System Based on FPGA
    Xu, Guosheng
    MATERIALS SCIENCE AND INFORMATION TECHNOLOGY, PTS 1-8, 2012, 433-440 : 4565 - 4570
  • [38] Design of electronic image stabilization processing system based on DSP and FPGA
    Xie, Mengdi
    Cheng, Xuemin
    Hao, Qun
    2015 3RD INTERNATIONAL CONFERENCE ON MANUFACTURING ENGINEERING AND TECHNOLOGY FOR MANUFACTURING GROWTH (METMG 2015), 2015, : 118 - 122
  • [39] Design and VLSI implementation of CSD filter for pre-processing of image signals
    Yang, YG
    Cho, NI
    Lee, SU
    ICECS 96 - PROCEEDINGS OF THE THIRD IEEE INTERNATIONAL CONFERENCE ON ELECTRONICS, CIRCUITS, AND SYSTEMS, VOLS 1 AND 2, 1996, : 960 - 963
  • [40] Efficient pre-processing algorithms for an FPGA based in-camera video-stream processing system for industry inspection
    Hajimowlana, SH
    Jullien, GA
    Muscedere, R
    Roberts, JW
    1997 CANADIAN CONFERENCE ON ELECTRICAL AND COMPUTER ENGINEERING, CONFERENCE PROCEEDINGS, VOLS I AND II: ENGINEERING INNOVATION: VOYAGE OF DISCOVERY, 1997, : 835 - 838