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Vision-Based Adult Image Content Identification

Samy Sadek

ISBN 10: 3659387231 / ISBN 13: 9783659387234
Published by LAP LAMBERT Academic Publishing
New Condition New Paperback
From BuySomeBooks (Las Vegas, NV, U.S.A.) Quantity Available: 20
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Paperback. 100 pages. Dimensions: 8.7in. x 5.9in. x 0.2in.Over the past two decades or so, a great deal of research has been devoted to the problem of filtering and blocking adult image contents from Web indexes and browsers. In this work, we present a system to automatically detect human nudes in color images. The operation principle of the proposed system is as follows: First, skin-colored pixels in a given image are identified and marked using our proposed skin detection algorithm. Then, the skin regions are fed into a specialized geometrical analyzer which attempts to find human figures based on geometrical constraints on human body structure. If the geometrical analyzer finds sufficiently individual human parts, the system decides the presence of adult content. To improve the performance of the system, additional features based on the output of the skin detector are extracted. These features are premised on the perception that adult images are often sized to frame a standing or reclining figure. Experimental results show that the proposed system is capable of detecting adult contents with an accuracy of 72. 2 with 1. 7 false alarm. Moreover, The low computational requirements of the system make it viable for real-time applications. This item ships from multiple locations. Your book may arrive from Roseburg,OR, La Vergne,TN. Bookseller Inventory # 9783659387234

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Synopsis:

Over the past two decades or so, a great deal of research has been devoted to the problem of filtering and blocking adult image contents from Web indexes and browsers. In this work, we present a system to automatically detect human nudes in color images. The operation principle of the proposed system is as follows: First, skin-colored pixels in a given image are identified and marked using our proposed skin detection algorithm. Then, the skin regions are fed into a specialized geometrical analyzer which attempts to find human figures based on geometrical constraints on human body structure. If the geometrical analyzer finds sufficiently individual human parts, the system decides the presence of adult content. To improve the performance of the system, additional features based on the output of the skin detector are extracted. These features are premised on the perception that adult images are often sized to frame a standing or reclining figure. Experimental results show that the proposed system is capable of detecting adult contents with an accuracy of 72.2% with 1.7% false alarm. Moreover, The low computational requirements of the system make it viable for real-time applications.

About the Author: Samy Sadek received the BS and MS degrees in Computer Science from Sohag University, Egypt in 2000 and 2005 respectively. Currently, he is pursuing the PhD degree (Dr.-Ing.) in Technical Computer Science at Otto-von-Guericke University, Germany. He has published over 30 refereed technical papers in computer vision, pattern recognition, and HCI.

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Bibliographic Details

Title: Vision-Based Adult Image Content ...

Publisher: LAP LAMBERT Academic Publishing

Binding: Paperback

Book Condition: New

Book Type: Paperback

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