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It is working now. I found a mistake in my program-settings. The size of the Webcam-video was too small to detect the Object i trained the Classifier for. I resized the Window to the webcam-resolution. Now the cat-detection works fine. Even with the Haar-Classifier the results are acceptable but the LBP is much better ;)

Now I will implement your advice and make a new/better Classifier with positive Images taken from a Video.

Thanks for your help!