虹膜识别 Iris

虹膜识别 Iris

代码支持linux和windows平台。需要配置好OpenCV环境,如果没有把对应OpenCV的对应dll路径加入系统path环境变量,运行时,需要拷贝对应的dll到当前目录。 https://github.com/5455945/Iris_Osiris.git 中的代码,没有改变Iris_Osiris_v4.1的算法,仅仅是修改了一些工程化方面的内容,添加了测试数据。只要配置好OpenCV,编译后,只需配置好命令行参数,即可调试。

01 资源

win10,vs2015,git,opencv3.3.0,cmake 参考虹膜识别文档: 开源虹膜识别软件OSIRIS4.1的使用入门 opencv3.3.0的配置参考(也可以配置其他版本的opencv): opencv01 相对完整的编译opencv3.3.0 win版本

原始图片Iris_Osiris\data\CASIA-iRISv2是从中科院自动化所虹膜数据集CASIA-IrisV2获得。 http://biometrics.idealtest.org网站需要自己注册账号,并且3个工作日后,收到邮件通知,激活后;才能下载。 CASIA-IrisV1.zip有44MB CASIA-IrisV2.zip有306MB CASIA-IrisV4(JPG).zip有1956MB Iris_Osiris\data\CASIA-iRISv2仅使用CASIA-IrisV2.zip中的8张图片。

02 源码下载

cd D:\git\DeepLearning

git clone --recursive https://github.com/5455945/Iris_Osiris.git

cd Iris_Osiris

03 编译

# 根据README.md说明,在cmd窗口,进入Iris_Oiris源码目录,

cd Iris_Osiris

# 创建一个build目录并进入到build目录

mkdir build & cd build

# 使用cmake vs2015 update3编译,并指定OpenCV_DIR目录

cmake -G "Visual Studio 14 2015 Win64" -DOpenCV_DIR="D:/git/opencv/build/v3.3.0/x64/install" ..

# 编译Debug版本

cmake --build . --config Debug

也可以使用如(虹膜识别 Iris_Osiris_v4.1源码,mfc测试用例)所述的cmake-gui方式配置cmake,然后直接用vs2015 update3打开编译,调试。

用vs2015调试的,仅需根据自己编译目标的相对路径,指定数据文件夹位置。

04 运行

# 运行Debug版本,并指定参数目录[../data]

Debug\Osiris.exe ../data

运行结果:

>Debug\Osiris.exe ../data

=============

Configuration

=============

- Process : | segmentation || normalization || encoding |

- List of images ../data/process_CASIA-IrisV2.txt contains 8 images

- Original images will be loaded from : ../data/CASIA-IrisV2/

- Segmented images will be saved as : ../data/Output/SegmentedImages/XXX_segm.bmp

- Parameters will be saved as : ../data/Output/CircleParameters/XXX_para.txt

- Masks will be saved as : ../data/Output/Masks/XXX_mask.bmp

- Normalized images will be saved as : ../data/Output/NormalizedImages/XXX_imno.bmp

- Normalized masks will be saved as : ../data/Output/NormalizedMasks/XXX_mano.bmp

- Iris codes will be saved as : ../data/Output/IrisCodes/XXX_code.bmp

- Pupil diameter ranges from 50 to 160

- Iris diameter ranges from 160 to 280

- Size of normalized iris is 512 x 64

- 6 Gabor filters : 9x15 9x15 9x27 9x27 9x51 9x51

================

Start processing

================

1 / 8

2 / 8

3 / 8

4 / 8

5 / 8

6 / 8

7 / 8

8 / 8

==============

End processing

==============

运行后,输出数据在Iris_Osiris/data/Output目录中。

Iris_Osiris\data\Output\CircleParameters\0000_000_para.txt

Iris_Osiris\data\Output\CircleParameters\0000_001_para.txt

Iris_Osiris\data\Output\CircleParameters\0000_002_para.txt

Iris_Osiris\data\Output\CircleParameters\0000_003_para.txt

Iris_Osiris\data\Output\CircleParameters\0001_000_para.txt

Iris_Osiris\data\Output\CircleParameters\0001_001_para.txt

Iris_Osiris\data\Output\CircleParameters\0001_002_para.txt

Iris_Osiris\data\Output\CircleParameters\0001_003_para.txt

Iris_Osiris\data\Output\IrisCodes\0000_000_code.bmp

Iris_Osiris\data\Output\IrisCodes\0000_001_code.bmp

Iris_Osiris\data\Output\IrisCodes\0000_002_code.bmp

Iris_Osiris\data\Output\IrisCodes\0000_003_code.bmp

Iris_Osiris\data\Output\IrisCodes\0001_000_code.bmp

Iris_Osiris\data\Output\IrisCodes\0001_001_code.bmp

Iris_Osiris\data\Output\IrisCodes\0001_002_code.bmp

Iris_Osiris\data\Output\IrisCodes\0001_003_code.bmp

Iris_Osiris\data\Output\Masks\0000_000_mask.bmp

Iris_Osiris\data\Output\Masks\0000_001_mask.bmp

Iris_Osiris\data\Output\Masks\0000_002_mask.bmp

Iris_Osiris\data\Output\Masks\0000_003_mask.bmp

Iris_Osiris\data\Output\Masks\0001_000_mask.bmp

Iris_Osiris\data\Output\Masks\0001_001_mask.bmp

Iris_Osiris\data\Output\Masks\0001_002_mask.bmp

Iris_Osiris\data\Output\Masks\0001_003_mask.bmp

Iris_Osiris\data\Output\NormalizedImages\0000_000_imno.bmp

Iris_Osiris\data\Output\NormalizedImages\0000_001_imno.bmp

Iris_Osiris\data\Output\NormalizedImages\0000_002_imno.bmp

Iris_Osiris\data\Output\NormalizedImages\0000_003_imno.bmp

Iris_Osiris\data\Output\NormalizedImages\0001_000_imno.bmp

Iris_Osiris\data\Output\NormalizedImages\0001_001_imno.bmp

Iris_Osiris\data\Output\NormalizedImages\0001_002_imno.bmp

Iris_Osiris\data\Output\NormalizedImages\0001_003_imno.bmp

Iris_Osiris\data\Output\NormalizedMasks\0000_000_mano.bmp

Iris_Osiris\data\Output\NormalizedMasks\0000_001_mano.bmp

Iris_Osiris\data\Output\NormalizedMasks\0000_002_mano.bmp

Iris_Osiris\data\Output\NormalizedMasks\0000_003_mano.bmp

Iris_Osiris\data\Output\NormalizedMasks\0001_000_mano.bmp

Iris_Osiris\data\Output\NormalizedMasks\0001_001_mano.bmp

Iris_Osiris\data\Output\NormalizedMasks\0001_002_mano.bmp

Iris_Osiris\data\Output\NormalizedMasks\0001_003_mano.bmp

Iris_Osiris\data\Output\SegmentedImages\0000_000_segm.bmp

Iris_Osiris\data\Output\SegmentedImages\0000_001_segm.bmp

Iris_Osiris\data\Output\SegmentedImages\0000_002_segm.bmp

Iris_Osiris\data\Output\SegmentedImages\0000_003_segm.bmp

Iris_Osiris\data\Output\SegmentedImages\0001_000_segm.bmp

Iris_Osiris\data\Output\SegmentedImages\0001_001_segm.bmp

Iris_Osiris\data\Output\SegmentedImages\0001_002_segm.bmp

Iris_Osiris\data\Output\SegmentedImages\0001_003_segm.bmp

相关推荐

hello树先生到底讲的什么(树先生反映了什么故事)
365bet提现多久到账

hello树先生到底讲的什么(树先生反映了什么故事)

📅 08-16 👁️ 5836
世界杯双冠王0-2负,世预赛困境:1胜9轮+附加赛厄运
参加婚礼穿什么颜色的衣服
365bet提现多久到账

参加婚礼穿什么颜色的衣服

📅 07-10 👁️ 1691