| Presentation | 2007-02-22 Detection of adult images using dynamic skin region growing Fumihiro ITO, Takahiro HAYASHI, Rikio ONAI, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | This paper proposes a method for detection of adult images. The method premises that intended adult images include lots of skin regions, the skin region are homogeneous and agglomerative. The method first makes skin likelihood images using GMM(Gaussian Mixture Model). The method second detects homogeneous skin regions in skin likelihood images. The method dynamically make a threshold every regions, then it's final skin regions that skin regions are grown using the threshold with regard to homogeneousness and agglomeration. And feature vectors are extracted from resized skin likelihood images of marked skin regions. Feature vectors are applied to PCA(principal component analysis) and ICA(independent component analysis). SVM are trained by feature vectors, then trained SVM classifies adult images or not. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Content Filter / Filtering Software / Harmful Information / Adult Image / Skin Detection |
| Paper # | PRMU2006-207,HIP2006-100 |
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| Conference Information | |
| Committee | PRMU |
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| Conference Date | 2007/2/15(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
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| Paper Information | |
| Registration To | Pattern Recognition and Media Understanding (PRMU) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Detection of adult images using dynamic skin region growing |
| Sub Title (in English) | |
| Keyword(1) | Content Filter |
| Keyword(2) | Filtering Software |
| Keyword(3) | Harmful Information |
| Keyword(4) | Adult Image |
| Keyword(5) | Skin Detection |
| 1st Author's Name | Fumihiro ITO |
| 1st Author's Affiliation | Department of Computer Science, Graduate School of Electro-Communications, The University of Electro-Communications() |
| 2nd Author's Name | Takahiro HAYASHI |
| 2nd Author's Affiliation | Department of Computer Science, The University of Electro-Communications |
| 3rd Author's Name | Rikio ONAI |
| 3rd Author's Affiliation | Department of Computer Science, Graduate School of Electro-Communications, The University of Electro-Communications:Department of Computer Science, The University of Electro-Communications |
| Date | 2007-02-22 |
| Paper # | PRMU2006-207,HIP2006-100 |
| Volume (vol) | vol.106 |
| Number (no) | 538 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |