| Presentation | 2004/12/9 Fast Face Detection System by Image Segmentation : Reduction in the search area by adoption of the saliency among clusters Motofumi FUKUI, Noriji KATO, Hirotsugu KASHIMURA, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In this paper, we introduce a new technique to detect a target object quickly. Our idea is based on remarking on the clusters constructed by image segmentation. By means of calculating the feature value of each cluster and the salience value of it against the peripheral clusters, additionally we eliminate the clusters from the search area which do not resemble a desired target and have a low salience value. We focus on the face detection to evaluate our method, by using our face detection system after restricting the search area. We show that the detection time can be reduced by more than 35% without reducing the detection rate, compared with scanning over the whole image(from 1400ms to 800ms). |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Image Processing / Face Detection / Image Segmentation / K-means Method / Saliency / Color Processing / Visual Processing |
| Paper # | HIP2004-69 |
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| Conference Information | |
| Committee | HIP |
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| Conference Date | 2004/12/9(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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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) | Fast Face Detection System by Image Segmentation : Reduction in the search area by adoption of the saliency among clusters |
| Sub Title (in English) | |
| Keyword(1) | Image Processing |
| Keyword(2) | Face Detection |
| Keyword(3) | Image Segmentation |
| Keyword(4) | K-means Method |
| Keyword(5) | Saliency |
| Keyword(6) | Color Processing |
| Keyword(7) | Visual Processing |
| 1st Author's Name | Motofumi FUKUI |
| 1st Author's Affiliation | Corporate Research Lab., Fuji Xerox Co., Ltd.() |
| 2nd Author's Name | Noriji KATO |
| 2nd Author's Affiliation | Corporate Research Lab., Fuji Xerox Co., Ltd. |
| 3rd Author's Name | Hirotsugu KASHIMURA |
| 3rd Author's Affiliation | Corporate Research Lab., Fuji Xerox Co., Ltd. |
| Date | 2004/12/9 |
| Paper # | HIP2004-69 |
| Volume (vol) | vol.104 |
| Number (no) | 525 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |