基于fpga的嵌入式图像处理（总结篇）

Posted 2023-03-02 嵌入式-老费

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        做图像的同学很多，大部分都是用matlab、c、python。做fpga的也不少，不过大部分都是做运动控制、数据通讯、或者ic验证等工作的。实际开发中，用fpga做图像加速的有，但是不多。正是基于对图像和fpga的好奇，编写了这一系列的blog，希望对有志于这个方向学习的同学提供一点帮助。

        整个系列分成四个部分，第一部分主要讲解基本的fpga操作；第二部分主要是利用python+opencv实现常用的图像处理算法；第三部分则是verilog仿真，也就是将部分算法翻译成verilog语言；第四部分是fpga移植，verilog实现的代码需要再次优化之后才能运行在fpga上面。

1、fpga实操训练

        1）基础

https://feixiaoxing.blog.csdn.net/article/details/128273977

        2）按键输入

https://feixiaoxing.blog.csdn.net/article/details/128293618

        3）按键消抖

https://feixiaoxing.blog.csdn.net/article/details/128307134

        4）锁相环pll

https://feixiaoxing.blog.csdn.net/article/details/128322700

        5）数码管

https://feixiaoxing.blog.csdn.net/article/details/128336248

        6）uart串口

https://feixiaoxing.blog.csdn.net/article/details/128362958

        7）小功能到模块开发

https://feixiaoxing.blog.csdn.net/article/details/128379764

        8）利用fpga实现pwm

https://feixiaoxing.blog.csdn.net/article/details/128392235

        9）仿真和状态机

https://feixiaoxing.blog.csdn.net/article/details/128425894

        10）signal tap调试

https://feixiaoxing.blog.csdn.net/article/details/128426421

        11）vga测试

https://feixiaoxing.blog.csdn.net/article/details/128429476

        12）ip rom

https://feixiaoxing.blog.csdn.net/article/details/128474878

        13）ip ram和ip fifo

https://feixiaoxing.blog.csdn.net/article/details/128487210

        14）硬件乘法器

https://feixiaoxing.blog.csdn.net/article/details/128502888

        15）从模块到系统开发

https://feixiaoxing.blog.csdn.net/article/details/128513160

        16）lcd测试

https://feixiaoxing.blog.csdn.net/article/details/128733176

        17）lcd字符显示

https://feixiaoxing.blog.csdn.net/article/details/128748251

        18）一个典型的fpga系统

https://feixiaoxing.blog.csdn.net/article/details/128751576

        19）系统开发和硬件接口

https://feixiaoxing.blog.csdn.net/article/details/128757186

        20）fpga和cpu之间的配合

https://feixiaoxing.blog.csdn.net/article/details/128760276

2、python图像处理

        21）opencv入门

https://blog.csdn.net/feixiaoxing/article/details/128763357

       22）灰度化

https://feixiaoxing.blog.csdn.net/article/details/128764150

        23）图像镜像

https://feixiaoxing.blog.csdn.net/article/details/128764320

        24）旋转

https://feixiaoxing.blog.csdn.net/article/details/128767852

        25）图像平移

https://feixiaoxing.blog.csdn.net/article/details/128768222

        26）图像缩放

https://feixiaoxing.blog.csdn.net/article/details/128769292

        27）直方图增强

https://feixiaoxing.blog.csdn.net/article/details/128770876

        28）均值滤波

https://feixiaoxing.blog.csdn.net/article/details/128772625

        29）中值滤波

https://feixiaoxing.blog.csdn.net/article/details/128772939

        30）高斯滤波

https://feixiaoxing.blog.csdn.net/article/details/128773669

        31）prewitt算子

https://feixiaoxing.blog.csdn.net/article/details/128781973

        32）sobel算子

https://feixiaoxing.blog.csdn.net/article/details/128782674

        33）laplacian算子

https://feixiaoxing.blog.csdn.net/article/details/128783008

        34）二值化

https://feixiaoxing.blog.csdn.net/article/details/128783195

        35）腐蚀和膨胀

https://feixiaoxing.blog.csdn.net/article/details/128793993

        36）开运算和闭运算

https://feixiaoxing.blog.csdn.net/article/details/128796408

        37）轮廓提取

https://feixiaoxing.blog.csdn.net/article/details/128808703

3、verilog图像算法实现与仿真

        38）流程与实现

https://feixiaoxing.blog.csdn.net/article/details/128809361

        39）并行处理方法

https://feixiaoxing.blog.csdn.net/article/details/128841965

        40）代码与实践

https://feixiaoxing.blog.csdn.net/article/details/128875413

4、fpga图像处理

        41）基于camera的图像读取和显示

https://feixiaoxing.blog.csdn.net/article/details/128878789

        42）基于sd卡图像读取和显示

https://feixiaoxing.blog.csdn.net/article/details/128879733

        43）灰度化

https://feixiaoxing.blog.csdn.net/article/details/128888314

        44）二值化

https://feixiaoxing.blog.csdn.net/article/details/128888883

        45）sobel算子

https://feixiaoxing.blog.csdn.net/article/details/128893626

        46）图像取反

https://feixiaoxing.blog.csdn.net/article/details/128907783

        47）对比度增强

https://feixiaoxing.blog.csdn.net/article/details/128925246

        48）均值滤波

https://feixiaoxing.blog.csdn.net/article/details/128928930

        49）laplacian算子

https://feixiaoxing.blog.csdn.net/article/details/128943103

        50）腐蚀和膨胀

https://feixiaoxing.blog.csdn.net/article/details/128946309