Classification Wide-Normal-Close Set Eyes

After we tested a lot of images for classification, we classified all photos and adjusted a ratio. We specified 5 class which are Close, Normal-Close, Normal, Normal-Wide and Wide Eyes. Some results shown below.

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New Method to Take an Correctly Images

To take a correct images are very important to get good results.We have tested a lot of photos. We couldn't get correct result some photos to detect types of eyes. So, most important thing, it must be straight face pose when you take a photo. We are trying to avoid to take a picture with wrong angle.

First Day in University of Liverpool

The morning of my first day at University of Liverpool. It wasn`t very hard to find this university, because my place that I stay is very near. I was so excited to meet Dr. Waleed. He supported me to come here. Firstly, He introduced me the university. Then we went to laboratories that I will work in. He introduced me other students, Joel,Elisha & Matt. They are very kindly and friendly. This lab a bit larger than my home university`s labs. There are a lot of electronic components that I can use. I would like to study here. I may be do master, why not? This lab has excellent dedicates facilities for researcher. I`m going to work on image processing to track fish actions. I will try to develop smart app with my team. I hope it will be perfect experience for me. This week will be good opportunity to get used to here and getting know other students.

Creating a Database for Wide-Close-Normal Eyes

In this stage, we are trying to classify different eyes shapes. The most important thing in this classification is distance between of two eyes. For example, if the space between two eyes is smaller than the width of one eye, this is close set eye or if vice versa, this is wide set eye. For normal set eyes, we specified a tolerance value and tested over approx. a hundred images. Then, we classified these images which called wide-close- normal eyes. In next stage, we will try in our program each image and make a histogram to get a correct result for classification. For instance this is close set eyes. Normal Set Eyes Wide Set Eyes Close Set Eyes

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