22-10-2014, 09:50 AM
Abstracts: The representation power of any picture is more than textual description .On this scenario the usage of the pictures in real time is being increased exponentially. We use the cameras for taking the pictures of any real time entity or we draw some picture to describe it clearly. On the World Wide Web we see lots of pictures for different purposes. In social networking site there are lots of pictures of different kinds of people. Now this image set is really very big so it is very tedious to explore all the images and find most important. It is very time consuming process of browsing all the pictures and find what you need from the thousands of pictures or albums. So we need to define some techniques that fetch the most important pictures from thousands of images according to our requirement. Here we used different techniques than usual. It is basically on image cropping to generate effective image set using clustering techniques. In this technique we make different clusters for dividing the whole image set into sub sets. From this we take out main representative set of the image which is according to our requirement. This technique decreases the redundancies of images and gives the main representative set of images which is highly informative. It is also less time consuming technique. Thus, to get the necessary images we can use this technique more comfortably than any other techniques. It can be used in various types of fields in the world.