基于FPGA的图像缩小算法实现,包括tb测试文件和MATLAB辅助验证

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1.算法运行效果图预览

 

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将FPGA的处理结果导出到matlab中显示图像效果:

 

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2.算法运行软件版本

vivado2019.2

 

matlab2022a

 

3.算法理论概述

       图像放小算法主要通过抽取算法实现,常见的抽取算法最大值抽取,和均值抽取。其示意图如下所示:

 

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       以缩小一半为例,如果是最大值抽取,则在一个22窗口内,选择最大的像素输出,那么整个图像的维度就变为了原图像的一半。如果是均值抽取,则在一个22窗口内,选择四个像素均值输出,那么整个图像的维度就变为了原图像的一半。

 

       在FPGA上实现图像放小算法时,可以采用硬件并行处理的方式,以提高处理速度。具体地,可以通过图像数据缓冲单元模块来实现。

 

 

 

 

4.部分核心程序 ``timescale 1ns / 1ps

//

// Company:

// Engineer:

//

// Create Date: 2022/07/28 01:51:45

// Design Name:

// Module Name: test_image

// Project Name:

// Target Devices:

// Tool Versions:

// Description:

//

// Dependencies:

//

// Revision:

// Revision 0.01 - File Created

// Additional Comments:

//

//

 

 

module test_image;

 

reg i_clk;

reg i_rst;

reg i_en;

reg [7:0] image_buff [0:100000];

reg [7:0] II0;

wire [7:0] o_image;

wire flager;

integer fids,jj=0,dat;

 

//D:\FPGA_Proj\FPGAtest\codepz

 

initial

begin

        fids = $fopen("D:\FPGA_Proj\FPGAtest\codepz\data.bmp","rb");

        dat  = $fread(image_buff,fids);

        $fclose(fids);

end

 

initial

begin

i_clk=1;

i_rst=1;

#2000;

i_rst=0;

end

 

always #10  i_clk=~i_clk;

 

always@(posedge i_clk)

begin

     if(i_rst)

     begin

         II0<=0;

         jj<=0;

     end

     else

     begin

     if(jj<=66614 & jj>=1)

     i_en<=1'b1;

     else

     i_en<=1'b0;

         II0<=image_buff[jj];

         jj<=jj+1;

         end

end

 

 

tops tops_u(

.i_clk              (i_clk),

.i_rst              (i_rst),

.i_en               (i_en),

.i_I0               (II0),

.o_image            (o_image),

.flager             (flager)

);

 

reg[19:0]cnts;

always @(posedge i_clk or posedge i_rst)

begin

     if(i_rst)

     begin

         cnts<=20'd0;

     end

else begin

         cnts<=cnts+20'd1;

     end

end 

 

 

 

integer fout1;

integer fout2;

initial begin

  fout1 = $fopen("flager.txt","w");

  fout2 = $fopen("expansion.txt","w");

end

 

 

always @ (posedge i_clk)

 begin

    if(cnts <= 66514)

    begin

        $fwrite(fout1,"%d\n",flager);

        $fwrite(fout2,"%d\n",o_image);

        end

        else

    begin

        $fwrite(fout1,"%d\n",0);

        $fwrite(fout2,"%d\n",0);

        end

       

end

 

endmodule`