Iris detection with opencv

牧云@^-^@ 提交于 2019-12-03 14:51:40
mpenkov

Have a look at this forum thread. There's some source code there to get you started, but be careful about using it directly -- the original author seemed to have problems compiling it.

Start with detecting circles - see cvHoughCircles - hint, eyes have a series of concentric circles.

OpenCV has Face Detection module which uses Haar Cascade. You can use the same method to detect Iris. You collect some iris images and make it as positive set and non iris images as negative set. The use the Haar Training module to train it.

Quick and dirty would be making an eye detection first with Haar filter, there are good model xml files shipped with opencv 2.4.2. Then you do some skin detection (in the HSV space rather than the rgb space) to identify the area of the eye in the middle, or circle search.
Also, projections, histogram-based decisions can be used once the eye area is cropped.

易学教程内所有资源均来自网络或用户发布的内容,如有违反法律规定的内容欢迎反馈
该文章没有解决你所遇到的问题?点击提问,说说你的问题,让更多的人一起探讨吧!