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Unfortunately, the intriguing, often scandalous and much-hyped video-chat site that pairs visitors with random conversation partners from anywhere in the world is also still horribly broken.According to one correspondent who braved the re-launched site, it took four full minutes of hitting the “next” button to find a chatter who wasn’t showing his bits to the camera. It didn’t have to be this way: Andrey Ternovskiy, the Russian wunderkind who started Chatroulette, has been courted by pretty much everyone in Silicon Valley, apparently, and promised in early June to re-launch the site with some kind of automatic image filter that would keep the pervs off the site–“software that can quickly scan video to determine if a penis is being shown,” according to Tech Crunch.Skin Detection (Keyframe Analysis) This is a no-brainer: people who are having sex on camera are not wearing clothes.“Simple features including the average skin probability, the ratio of skin pixels, and the size of the largest skin region are used for classification,” says Jansohn et al.They can be any age, any sex and hail from Manchester to Moscow - although the site's lingua franca is English.At least one out of every five of the strangers I was connected to was a man with the camera pointed directly at his private parts.I got outside opinions and it brought up an interesting debate. Many who thought using the site was cheating also thought looking at pornography was, as well.

Bag-of-visual-words A pre-programmed vocabulary of “visual words” is trained into the system - they’re something like characteristic shapes, patches of color, etc.Within the first few seconds of using the site, I was asked: 'Do you show boobs?''If you don't like something, you just click "next",' my daughter blithely told me.No, I don’t mean sexual education although Chat Roulette is famous for its normal people to weirdo ratio.But if you put all that aside the concept itself could work tremendously well in a controlled environment.

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