Bayesian regularization and pruning using a Laplace prior
Neural Computation
An introduction to support Vector Machines: and other kernel-based learning methods
An introduction to support Vector Machines: and other kernel-based learning methods
Neural Networks for Pattern Recognition
Neural Networks for Pattern Recognition
On Comparing Classifiers: Pitfalls toAvoid and a Recommended Approach
Data Mining and Knowledge Discovery
ECCV '96 Proceedings of the 4th European Conference on Computer Vision-Volume II - Volume II
System for Screening Objectionable Images Using Daubechies' Wavelets and Color Histograms
IDMS '97 Proceedings of the 4th International Workshop on Interactive Distributed Multimedia Systems and Telecommunication Services
Building systems to block pornography
IM'99 Proceedings of the 1999 international conference on Challenge of Image Retrieval
Challenges of Image and Video Retrieval
CIVR '02 Proceedings of the International Conference on Image and Video Retrieval
Content-based multimedia information retrieval: State of the art and challenges
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
Computational studies of human motion: part 1, tracking and motion synthesis
Foundations and Trends® in Computer Graphics and Vision
Naked image detection based on adaptive and extensible skin color model
Pattern Recognition
Recognition of Pornographic Web Pages by Classifying Texts and Images
IEEE Transactions on Pattern Analysis and Machine Intelligence
A pornographic web page detecting method based on SVM model using text and image features
International Journal of Internet Protocol Technology
Geometric feature-based skin image classification
ICIC'07 Proceedings of the intelligent computing 3rd international conference on Advanced intelligent computing theories and applications
CBIR system for detecting and blocking adult images
SIP'10 Proceedings of the 9th WSEAS international conference on Signal processing
Proceedings of the international conference on Multimedia
Intelligent classification of web pages using contextual and visual features
Applied Soft Computing
SafeVchat: detecting obscene content and misbehaving users in online video chat services
Proceedings of the 20th international conference on World wide web
Information Security Tech. Report
ICANN'06 Proceedings of the 16th international conference on Artificial Neural Networks - Volume Part II
Objectionable image detection by ASSOM competition
CIVR'06 Proceedings of the 5th international conference on Image and Video Retrieval
SafeVchat: A System for Obscene Content Detection in Online Video Chat Services
ACM Transactions on Internet Technology (TOIT)
A survey on visual adult image recognition
Multimedia Tools and Applications
Optical Memory and Neural Networks
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We extend earlier work on detecting pornographic images. Our focus is on the classification stage and we give new results for a variety of classical and modern classifiers. We find the artificial neural network offers a statistically significant improvement. In all cases the error rate is too high unless deployed sensitively so we show how such a system may be built into a commercial environment.