cpuimage博文大纲

今天药忘吃喽~ 2022-09-13 11:20 212阅读 0赞

[https://www.cnblogs.com/cpuimage/p/13442670.html][https_www.cnblogs.com_cpuimage_p_13442670.html]

### 引子 ###

经常有朋友询问博文以及开源相关问题，

但由于博文写后内容一般没有同步更新，而相关代码是有变更或者偶尔会有地址失效之类的问题。

故此觉得有必要写一篇博文大纲，用于整合更新大纲信息，后续便于统一回复一些常见的问题。

### 基础学习 ###

[Windows下C,C++开发环境搭建指南][Windows_C_C]

[分享用于学习C++音频处理的代码示例][C]

[分享用于学习C++图像处理的代码示例][C 1]

[浮点数据有损压缩算法 附完整C代码][_C]

[c语言智能指针 附完整示例代码][c_]

[cpuimage 开源之][cpuimage]

[半径无关快速高斯模糊实现(附完整C代码)][C 2]

[传统高斯模糊与优化算法(附完整C++代码)][C 3]

[快速堆栈模糊算法][Link 1]

[快速高斯模糊算法][Link 2]

[快速均值模糊算法][Link 3]

这里主要涉及一些基础知识，适合基础相对薄弱的同学一阅。

如果对图像特别感兴趣的朋友，最好要把模糊算法都过一遍。

其他的，根据可个人需求自行翻阅。

### 图像算法 ###

人脸检测：

1.[MTCNN人脸检测 附完整C++代码][MTCNN_ _C]

2.[人脸姿态校正算法 附完整C++示例代码][_C 1]

3.[自动红眼移除算法 附c++完整代码][_c]

代码仓库:

[https://github.com/cpuimage/MTCNN][https_github.com_cpuimage_MTCNN]

降噪美颜:

1.[磨皮美颜算法 附完整C代码][_C 2]

代码仓库:

[https://github.com/cpuimage/skin\_smoothing][https_github.com_cpuimage_skin_smoothing]

2.[快速双边滤波 附完整C代码][_C 3]

代码仓库:

[https://github.com/cpuimage/FastBilateralFilter][https_github.com_cpuimage_FastBilateralFilter]

[https://github.com/cpuimage/BEEPS][https_github.com_cpuimage_BEEPS]

图像增强修复:

1.[图像去模糊算法 循序渐进 附完整代码][Link 4]

代码仓库:

[https://github.com/cpuimage/Deblurring][https_github.com_cpuimage_Deblurring]

2.[自动曝光修复算法 附完整C代码][_C 4]

代码仓库:

[https://github.com/cpuimage/LocalColorCorrection][https_github.com_cpuimage_LocalColorCorrection]

3.[相机中白平衡的算法模拟实现][Link 5]

代码仓库:

[https://github.com/cpuimage/AutomaticWhiteBalance][https_github.com_cpuimage_AutomaticWhiteBalance]

滤镜与处理

1.[票据OCR前预处理 (附Demo)][OCR_ _Demo]

代码仓库:

[https://github.com/cpuimage/OcrPreprocessing][https_github.com_cpuimage_OcrPreprocessing]

2.[3D Lut 电影级调色算法 附完整C代码][3D Lut _ _C]

代码仓库:

[https://github.com/cpuimage/Lut3D][https_github.com_cpuimage_Lut3D]

3.[mser 最大稳定极值区域(文字区域定位)算法 附完整C代码][mser _ _C]

代码仓库:

[https://github.com/cpuimage/mser][https_github.com_cpuimage_mser]

4.[图片文档倾斜矫正算法 附完整c代码][_c 1]

代码仓库:

[https://github.com/cpuimage/deskew][https_github.com_cpuimage_deskew]

OpenGL 渲染

1.[文字渲染一探][Link 6]

代码仓库:

[https://github.com/cpuimage/TinyText][https_github.com_cpuimage_TinyText]

### 音频算法 ###

信号处理

1.[经典傅里叶算法小集合 附完整c代码][_c 2]

代码仓库:

[https://github.com/cpuimage/stb\_fft][https_github.com_cpuimage_stb_fft]

编解码

1.[MP3 编码解码 附完整c代码][MP3 _ _c]

代码仓库:

[https://github.com/cpuimage/tinymp3][https_github.com_cpuimage_tinymp3]

重采样

1.[简洁明了的插值音频重采样算法例子 (附完整C代码)][_C 5]

代码仓库:

[https://github.com/cpuimage/resampler][https_github.com_cpuimage_resampler]

2.[基于傅里叶变换的音频重采样算法 (附完整c代码)][_c 3]

代码仓库:

[https://github.com/cpuimage/FFTResampler][https_github.com_cpuimage_FFTResampler]

音频降噪

1.[一种简单高效的音频降噪算法示例(附完整C代码)][C 4]

代码仓库:[https://github.com/cpuimage/SimpleAudioDenoise][https_github.com_cpuimage_SimpleAudioDenoise]

2.[音频算法之我思][Link 7]

代码仓库:暂未开源

学习资源:[https://github.com/alexanderchiu/AudioProcessor][https_github.com_alexanderchiu_AudioProcessor]

3.[基于RNN的音频降噪算法 (附完整C代码)][RNN_ _C]

代码仓库:

[https://github.com/cpuimage/rnnoise][https_github.com_cpuimage_rnnoise]

音频特征检索

1.[wav2midi 音乐旋律提取算法 附可执行demo][wav2midi _ _demo]

示例程序:

[https://files.cnblogs.com/files/cpuimage/wav2midi.zip][https_files.cnblogs.com_files_cpuimage_wav2midi.zip]

1.1 开源预处理算法等响度滤波

代码仓库:

[https://github.com/cpuimage/EqualLoudness][https_github.com_cpuimage_EqualLoudness]

2.[shazam音乐检索算法 附完整c代码][shazam_ _c]

代码仓库:

[https://github.com/cpuimage/shazam][https_github.com_cpuimage_shazam]

[GitHub - cpuimage/AudioFingerprinter: an efficient algorithm for acoustic fingerprinting implementation in c][GitHub - cpuimage_AudioFingerprinter_ an efficient algorithm for acoustic fingerprinting implementation in c]

音频分析处理

1.[音频算法之小黄人变声 附完整C代码][_C 6]

[大话音频变声原理 附简单示例代码][Link 8]

代码仓库:

[https://github.com/cpuimage/pitchshift][https_github.com_cpuimage_pitchshift]

2.[音频增益响度分析 ReplayGain 附完整C代码示例][ReplayGain _C]

代码仓库:

[https://github.com/cpuimage/ReplayGainAnalysis][https_github.com_cpuimage_ReplayGainAnalysis]

WebRTC 系列

[WebRTC 音频算法 附完整C代码][WebRTC _ _C]

代码仓库:

[https://github.com/cpuimage/WebRTC\_AECM][https_github.com_cpuimage_WebRTC_AECM]

[https://github.com/cpuimage/WebRTC\_NS][https_github.com_cpuimage_WebRTC_NS]

[https://github.com/cpuimage/WebRTC\_VAD][https_github.com_cpuimage_WebRTC_VAD]

[https://github.com/cpuimage/WebRTC\_AGC][https_github.com_cpuimage_WebRTC_AGC]

[https://github.com/cpuimage/WebRTC\_CNG][https_github.com_cpuimage_WebRTC_CNG]

### 杂谈 ###

[算法踩坑小记][Link 9]

[之于图片主色调提取算法][_C]

以上将博主的博文大致分为 基础，图像，音频，杂谈几个类别。

并整理了大部分的开源地址，方便大家学习和查阅

[https_www.cnblogs.com_cpuimage_p_13442670.html]: https://www.cnblogs.com/cpuimage/p/13442670.html
[Windows_C_C]: https://www.cnblogs.com/cpuimage/p/13121765.html
[C]: https://www.cnblogs.com/cpuimage/p/8278451.html
[C 1]: http://www.cnblogs.com/cpuimage/p/5305844.html
[_C]: https://www.cnblogs.com/cpuimage/p/8983236.html
[c_]: https://www.cnblogs.com/cpuimage/p/9683296.html
[cpuimage]: https://www.cnblogs.com/cpuimage/p/8387359.html
[C 2]: https://www.cnblogs.com/cpuimage/p/5291660.html
[C 3]: https://www.cnblogs.com/cpuimage/p/5123854.html
[Link 1]: https://www.cnblogs.com/cpuimage/p/4899724.html
[Link 2]: https://www.cnblogs.com/cpuimage/p/4899649.html
[Link 3]: https://www.cnblogs.com/cpuimage/p/4898578.html
[MTCNN_ _C]: https://www.cnblogs.com/cpuimage/p/8995600.html
[_C 1]: https://www.cnblogs.com/cpuimage/p/9011130.html
[_c]: https://www.cnblogs.com/cpuimage/p/9000203.html
[https_github.com_cpuimage_MTCNN]: https://github.com/cpuimage/MTCNN
[_C 2]: https://www.cnblogs.com/cpuimage/p/13172510.html
[https_github.com_cpuimage_skin_smoothing]: https://github.com/cpuimage/skin_smoothing
[_C 3]: https://www.cnblogs.com/cpuimage/p/7629304.html
[https_github.com_cpuimage_FastBilateralFilter]: https://github.com/cpuimage/FastBilateralFilter
[https_github.com_cpuimage_BEEPS]: https://github.com/cpuimage/BEEPS
[Link 4]: https://www.cnblogs.com/cpuimage/p/9735150.html
[https_github.com_cpuimage_Deblurring]: https://github.com/cpuimage/Deblurring
[_C 4]: https://www.cnblogs.com/cpuimage/p/9125646.html
[https_github.com_cpuimage_LocalColorCorrection]: https://github.com/cpuimage/LocalColorCorrection
[Link 5]: https://www.cnblogs.com/cpuimage/p/5102567.html
[https_github.com_cpuimage_AutomaticWhiteBalance]: https://github.com/cpuimage/AutomaticWhiteBalance
[OCR_ _Demo]: http://www.cnblogs.com/cpuimage/p/5383691.html
[https_github.com_cpuimage_OcrPreprocessing]: https://github.com/cpuimage/OcrPreprocessing
[3D Lut _ _C]: https://www.cnblogs.com/cpuimage/p/9022815.html
[https_github.com_cpuimage_Lut3D]: https://github.com/cpuimage/Lut3D
[mser _ _C]: https://www.cnblogs.com/cpuimage/p/8411175.html
[https_github.com_cpuimage_mser]: https://github.com/cpuimage/mser
[_c 1]: https://www.cnblogs.com/cpuimage/p/8410049.html
[https_github.com_cpuimage_deskew]: https://github.com/cpuimage/deskew
[Link 6]: https://www.cnblogs.com/cpuimage/p/13337475.html
[https_github.com_cpuimage_TinyText]: https://github.com/cpuimage/TinyText
[_c 2]: https://www.cnblogs.com/cpuimage/p/9452536.html
[https_github.com_cpuimage_stb_fft]: https://github.com/cpuimage/stb_fft
[MP3 _ _c]: https://www.cnblogs.com/cpuimage/p/9427457.html
[https_github.com_cpuimage_tinymp3]: https://github.com/cpuimage/tinymp3
[_C 5]: https://www.cnblogs.com/cpuimage/p/8654297.html
[https_github.com_cpuimage_resampler]: https://github.com/cpuimage/resampler
[_c 3]: https://www.cnblogs.com/cpuimage/p/9270739.html
[https_github.com_cpuimage_FFTResampler]: https://github.com/cpuimage/FFTResampler
[C 4]: https://www.cnblogs.com/cpuimage/p/10800768.html
[https_github.com_cpuimage_SimpleAudioDenoise]: https://github.com/cpuimage/SimpleAudioDenoise
[Link 7]: https://www.cnblogs.com/cpuimage/p/9840603.html
[https_github.com_alexanderchiu_AudioProcessor]: https://github.com/alexanderchiu/AudioProcessor
[RNN_ _C]: https://www.cnblogs.com/cpuimage/p/8733742.html
[https_github.com_cpuimage_rnnoise]: https://github.com/cpuimage/rnnoise
[wav2midi _ _demo]: https://www.cnblogs.com/cpuimage/p/9747247.html
[https_files.cnblogs.com_files_cpuimage_wav2midi.zip]: https://files.cnblogs.com/files/cpuimage/wav2midi.zip
[https_github.com_cpuimage_EqualLoudness]: https://github.com/cpuimage/EqualLoudness
[shazam_ _c]: https://www.cnblogs.com/cpuimage/p/9439493.html
[https_github.com_cpuimage_shazam]: https://github.com/cpuimage/shazam
[GitHub - cpuimage_AudioFingerprinter_ an efficient algorithm for acoustic fingerprinting implementation in c]: https://github.com/cpuimage/AudioFingerprinter
[_C 6]: https://www.cnblogs.com/cpuimage/p/9690112.html
[Link 8]: https://www.cnblogs.com/cpuimage/p/9538448.html
[https_github.com_cpuimage_pitchshift]: https://github.com/cpuimage/pitchshift
[ReplayGain _C]: https://www.cnblogs.com/cpuimage/p/8846951.html
[https_github.com_cpuimage_ReplayGainAnalysis]: https://github.com/cpuimage/ReplayGainAnalysis
[WebRTC _ _C]: https://www.cnblogs.com/cpuimage/p/8976346.html
[https_github.com_cpuimage_WebRTC_AECM]: https://github.com/cpuimage/WebRTC_AECM
[https_github.com_cpuimage_WebRTC_NS]: https://github.com/cpuimage/WebRTC_NS
[https_github.com_cpuimage_WebRTC_VAD]: https://github.com/cpuimage/WebRTC_VAD
[https_github.com_cpuimage_WebRTC_AGC]: https://github.com/cpuimage/WebRTC_AGC
[https_github.com_cpuimage_WebRTC_CNG]: https://github.com/cpuimage/WebRTC_CNG
[Link 9]: https://www.cnblogs.com/cpuimage/p/10202414.html