(Eye Detection) Write a program for detecting eyes in images that show frontal views of human…

(Eye Detection) Write a program for detecting eyes in images that show frontal views of human faces. You can select any of the approaches listed below. Eye detection can be done after having already a face detected or by analysing a given image without any prior face detection. In the first case, by knowing the region of the face, we can locate eyes faster and easier. The rate of false detections decreases; however, the face detector plays a very crucial role. If face detection fails for any reason, then eye detection fails as well. In the second case, we search for eyes in the whole image without considering a face location. The percentage of true-positive detections with this method can be higher than for the first method, but it takes more time, and the false-positive rate is expected to increase. Regardless of the followed approach, there are also different image processing techniques to deal with eye detection. Similar to face detection, you can design weak classifiers using Haar wavelets and a cascade of such classifiers for defining a strong classifier. The basic differences to face detection are defined by the range of sizes of sliding masks and selected training parameters. As an example of a totally different method, eyes can also be modelled by vertical ellipses, and a Hough-transform for ellipses could be used for eye detection (e.g., after histogram equalization, edge detection, or some kind of image binarization).

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