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Porn-Detection Software

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Woman Nudity-Detection Software: PNWatch

The image understanding software publisher, Yang's Scientific Research Institute, LLC. (Yang's), is beta-testing pornography detection software PNWatch--based on its unique Physical Linguistic Vision technologies--that uncovers online porn by scanning photographs for objectionable contents such as naked breasts to detect nudity. Unlike filtering products that look at HTML ( hypertext markup language) or scan images only for tones of flesh and curves, Yang's new image-understanding software “sees” the contents of pictures and determines whether they are pornographic in nature. Since many natural scenes such as the sky at sun set are of tones of flesh and many pornographic pictures are not in color, it is not robust at all to use tones of flesh and curves to make the judgments. “Only when some objectionable contents appear on the pictures that we can categorize them into pornography, otherwise, many innocent pictures might be blocked mistakenly,” Yang's Chief Scientist Tao Yang told the press. (December 02, 2005, Tucson, Arizona, USA.)

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Yang's porn-detection software, the PNWatch, can see the objectionable contents from pornographic pictures, therefore, it can block the exact areas where the objectionable contents located without hurting other areas that in sometimes are not objectionable at all. Here are some examples of the processed results of some pornographic pictures where the regions of exposed breasts were detected and blocked by Yang's porn-detection software, the PNWatch. (In these pictures, the red rectangles were generated by the breast-locating module in the Cognitive Image Search Engine developed in Yang's, the white patches were generated by post-processing software. )

Warning!

This webpage is a scientific research report designed to detect and display adult material which may be considered offensive. Please be sure that you could be exposed to material of an explicit nature. All pictures followed are partially nude with Monday, 04/17/2006 5:58 AM#EndDate -->close this page right now.













In the following detecting result, a belly-button and its surrounding area was mistakenly detected as a breast because the software still doesn’t has the ability to distinguish convex objects from concave objects from the shadow patterns.



In the following detecting result, the left breast was not detected because the distortion and the coverage.



If only tones of flesh and curves were used, this picture might be categorized as pornography, Yang’s porn-detection software issued no false-alarm.



Failed to detect the right breast from the mirror because the breast-locating module in the Cognitive Image Search Engine didn’t learn that ability yet. However, this ability can be developed easily. Observe that this software can detect the illicit images in gray-scale as well as in color.



Failed to detect the left breast because the breast-locating module in the Cognitive Image Search Engine didn’t learn that ability yet. However, this ability can be developed easily.



Disclaimer: All pictures were taken from internet and may be cropped or scaled and subject to copyright. All models are over 21 years old and these images are processed to block out the objectionable contents. The best efforts were taken to make these images harmless to anyone. If anyone find the contents of this webpage offensive, please send a comment email to sales(at)yangsky(DOT)com. All contents on this webpage are strictly for scientific research purpose. If any software will issue any alarm on pornographic contents on this webpage, that software must issue a false alarm :-)

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