| Presentation | 2000/6/16 A Detection Method of Face Images by Using the Lip Detection Neural Network and the Skin Distinction Neural Network Yasue Mitsukura, Minoru Fukumi, Norio Akamatsu, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In this paper, we propose a new method to examine whether or not human faces are included in color images by using a lip detection neural network (LDNN) and skin distinction neural network (SDNN). In conventional methods, if there are the same color as scenes, the domain which is accepted as not only the skin color but any other color can be searched. However, first, the lip are detected by the LDNN in the proposed method . Next, SDNN is utilized to distinguish the skin color from the other. The proposed method can obtain relatively high recognition accuracy, since it have the double recognition structure of LDNN and SDNN.Finally, in order to demonstrate the effectiveness of the proposed scheme, computer simulations were performed. First, 100 lip color, 100 skin color and 100 background pictures, which are picture changed into 10x10 pixels, are prepared for training. The validity was verified by testing images containing several faces. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | color image / lip detection neural network(LDNN) / skin distinction neural network(SDNN) / face detection |
| Paper # | HIP2000-18 |
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| Conference Information | |
| Committee | HIP |
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| Conference Date | 2000/6/16(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 | Human Information Processing (HIP) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | A Detection Method of Face Images by Using the Lip Detection Neural Network and the Skin Distinction Neural Network |
| Sub Title (in English) | |
| Keyword(1) | color image |
| Keyword(2) | lip detection neural network(LDNN) |
| Keyword(3) | skin distinction neural network(SDNN) |
| Keyword(4) | face detection |
| 1st Author's Name | Yasue Mitsukura |
| 1st Author's Affiliation | Department of Information Science & Intelligent Systems, Faculty of Engineering University of Tokushima() |
| 2nd Author's Name | Minoru Fukumi |
| 2nd Author's Affiliation | Department of Information Science & Intelligent Systems, Faculty of Engineering University of Tokushima |
| 3rd Author's Name | Norio Akamatsu |
| 3rd Author's Affiliation | Department of Information Science & Intelligent Systems, Faculty of Engineering University of Tokushima |
| Date | 2000/6/16 |
| Paper # | HIP2000-18 |
| Volume (vol) | vol.100 |
| Number (no) | 139 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |