基于opencv的图像识别基础库

资源文件列表(大概)

文件名

大小

image_registration-master/

image_registration-master/LICENSE

11.09KB

image_registration-master/README.md

736B

image_registration-master/benchmark/

image_registration-master/benchmark/benchmark.py

5.71KB

image_registration-master/benchmark/images/

image_registration-master/benchmark/images/1.PNG

10.13MB

image_registration-master/benchmark/images/2.png

719.75KB

image_registration-master/benchmark/plot.py

7.79KB

image_registration-master/benchmark/result/

image_registration-master/benchmark/result/Figure_1.png

312.2KB

image_registration-master/benchmark/result/high_dpi.json

959.54KB

image_registration-master/benchmark/result/result.png

168.38KB

image_registration-master/docs/

image_registration-master/docs/images/

image_registration-master/docs/images/bl_1280x720.png

261.1KB

image_registration-master/docs/images/bl_2532x1170.png

2.49MB

image_registration-master/docs/introduction.md

16.47KB

image_registration-master/image_registration/

image_registration-master/image_registration/__init__.py

41B

image_registration-master/image_registration/exceptions.py

1.25KB

image_registration-master/image_registration/matching/

image_registration-master/image_registration/matching/__init__.py

151B

image_registration-master/image_registration/matching/keypoint/

image_registration-master/image_registration/matching/keypoint/__init__.py

143B

image_registration-master/image_registration/matching/keypoint/akaze/

image_registration-master/image_registration/matching/keypoint/akaze/__init__.py

25B

image_registration-master/image_registration/matching/keypoint/akaze/akaze.py

1.32KB

image_registration-master/image_registration/matching/keypoint/akaze/akaze.pyi

797B

image_registration-master/image_registration/matching/keypoint/base.py

23.74KB

image_registration-master/image_registration/matching/keypoint/base.pyi

4.09KB

image_registration-master/image_registration/matching/keypoint/orb/

image_registration-master/image_registration/matching/keypoint/orb/__init__.py

31B

image_registration-master/image_registration/matching/keypoint/orb/orb.py

4.73KB

image_registration-master/image_registration/matching/keypoint/orb/orb.pyi

1.49KB

image_registration-master/image_registration/matching/keypoint/sift/

image_registration-master/image_registration/matching/keypoint/sift/__init__.py

23B

image_registration-master/image_registration/matching/keypoint/sift/sift.py

1.3KB

image_registration-master/image_registration/matching/keypoint/sift/sift.pyi

718B

image_registration-master/image_registration/matching/keypoint/surf/

image_registration-master/image_registration/matching/keypoint/surf/__init__.py

23B

image_registration-master/image_registration/matching/keypoint/surf/surf.py

1.3KB

image_registration-master/image_registration/matching/keypoint/surf/surf.pyi

784B

image_registration-master/image_registration/matching/template/

image_registration-master/image_registration/matching/template/__init__.py

101B

image_registration-master/image_registration/matching/template/matchTemplate.py

8.76KB

image_registration-master/image_registration/matching/template/matchTemplate.pyi

2.04KB

image_registration-master/image_registration/utils/

image_registration-master/image_registration/utils/__init__.py

4.49KB

image_registration-master/image_registration/utils/__init__.pyi

1.11KB

image_registration-master/main.py

544B

image_registration-master/requirements.txt

16B

image_registration-master/tests/

image_registration-master/tests/image/

image_registration-master/tests/image/1.png

1.45MB

image_registration-master/tests/image/4.png

2.8MB

image_registration-master/tests/image/6.PNG

10.13MB

资源内容介绍

简单的理解: 用于描述图像特征的关键点常见的特征点提取算法:SIFT: 尺度不变特征变换. opencv只有cpu实现SURF: surf的加速算法. opencv有cpu和cuda实现ORB: 使用FAST特征检测和BRIEF特征描述子. opencv有cpu和cuda实现他们的好处是什么: 尺度和旋转不变性,说白了就是兼容不同分辨率、旋转、尺度的变换速度排序: ORB(cuda)>SURF(cuda)>ORB>SURF>SIFT效果排序(效果不止是特征点的数量,更重要的是特征点的质量): SIFT>ORB>SURF

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基于opencv的图像识别基础库

资源文件列表(大概)

资源内容介绍

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