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Authors: Henry A. Rowley 1 ; Yushi Jing 2 and Shumeet Baluja 3

Affiliations: 1 Google, Inc., United States ; 2 College of Computing, Georgia Institute of Technology, United States ; 3 Google, Inc.; Carnegie Mellon University, United States

ISBN: 972-8865-40-6

Keyword(s): Image processing and applications, computer vision, adult-content detection, skin color detection.

Related Ontology Subjects/Areas/Topics: Computer Vision, Visualization and Computer Graphics ; Feature Extraction ; Features Extraction ; Image and Video Analysis ; Informatics in Control, Automation and Robotics ; Signal Processing, Sensors, Systems Modeling and Control ; Statistical Approach

Abstract: As more people start using the Internet and more content is placed online, the chances that individuals will encounter inappropriate or unwanted adult-oriented content increases. This paper presents a practical and scalable method to efficiently detect many adult-content images, specifically pornographic images. We currently use this system in a search engine that covers a large fraction of the images on the WWW. For each image, face detection is applied and a number of summary features are computed; the results are then fed to a support vector machine for classification. The results show that a significant fraction of adult-content images can be detected.

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Paper citation in several formats:
A. Rowley H.; Jing Y.; Baluja S. and (2006). LARGE SCALE IMAGE-BASED ADULT-CONTENT FILTERING.In Proceedings of the First International Conference on Computer Vision Theory and Applications - Volume 1: VISAPP, ISBN 972-8865-40-6, pages 290-296. DOI: 10.5220/0001377002900296

@conference{visapp06,
author={Henry {A. Rowley} and Yushi Jing and Shumeet Baluja},
title={LARGE SCALE IMAGE-BASED ADULT-CONTENT FILTERING},
booktitle={Proceedings of the First International Conference on Computer Vision Theory and Applications - Volume 1: VISAPP,},
year={2006},
pages={290-296},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0001377002900296},
isbn={972-8865-40-6},
}

TY - CONF

JO - Proceedings of the First International Conference on Computer Vision Theory and Applications - Volume 1: VISAPP,
TI - LARGE SCALE IMAGE-BASED ADULT-CONTENT FILTERING
SN - 972-8865-40-6
AU - A. Rowley, H.
AU - Jing, Y.
AU - Baluja, S.
PY - 2006
SP - 290
EP - 296
DO - 10.5220/0001377002900296

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