Fake Detection in Pictures Finding the real ball in football games pictures

As part of the growing research put into image processing, there has been a significant increase in the number of different programs and methods recently published, dealing with counterfeiting images and videos. Nowadays, it is very easy to forge parts of an image, either using software (such as Photoshop) or using well- known mathematical tools, various signal processing methods, and integrating them into images with Matlab. These frauds are usually cynically and falsely used for criminal or fraudulent purposes, but sometimes they can also be used to do well. In particular, we see the use of these tools in puzzles and games and even while watching television. As part of sports broadcasts, viewers are invited to participate in an interactive game in which they are asked to identify the real football in the picture, after it has been duplicated and copied to different places in the picture. The viewer should use his or her own judgment and make a decision about the location of the real ball in the picture, with no technological aids at all, and use only his eyes and various hints that can be found in the picture (such as sharply changing backgrounds, actors' faces and improbable positioning of balls).
In this report we present an algorithm for the detection of the real ball in a picture that includes fake balls, based on advanced image processing methods, which identifies the real ball regardless of the illumination of the image, the background, and the number of counterfeit balls around it. An examination of the results shows that the system ensures over 60% correct detection percentages, and also produces a rating that is induced on the other balls according to their probability in the event of a mistake in the initial discovery.

Detecting Fakes in Pictures- Finding the real football in pictures from football games
Fake Detection in PicturesFinding the real ball in football games pictures
Fake Detection in Pictures Finding the real ball in football games pictures