Extraction of Faces of More Than One Person From Natural Background Based on The Certainty Level Given to The Face Like Area.
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- Ikeda Misuzu
- Kogakuin University
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- Ebine Hideyuki
- Kogakuin University
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- Nakamura Osamu
- Kogakuin University
Bibliographic Information
- Other Title
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- 顔らしさの信頼性に基づく自然背景からの複数顔領域の抽出
- カオ ラシサ ノ シンライセイ ニ モトヅク シゼン ハイケイ カラ ノ フクスウ カオ リョウイキ ノ チュウシュツ
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Abstract
In general, it is very difficult to extract human faces from a natural background. In conventional methods, several conditions, such as the number of people included in a picture, the size of a face or the texture of the background are assumed. In this paper, the extracting method of faces from more than one person’s facial area with a natural background is presented, however, in the proposed method, such conditions described above are not supposed. In this system, a facial area is extracted using only the information of skin color at the first frame. After the second frame, the facial area is extracted based on the moving information of a face in addition to the color information.<br>Computer simulation using 605 frames shows more than 85% extracting accuracy. From the experimental results, the prospects of using this method for the human face identification, image coding or the recognition of facial expressions are very encouraging.
Journal
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- IEEJ Transactions on Electronics, Information and Systems
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IEEJ Transactions on Electronics, Information and Systems 123 (3), 456-466, 2003
The Institute of Electrical Engineers of Japan
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Details 詳細情報について
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- CRID
- 1390001204606291840
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- NII Article ID
- 130000089337
- 10011820086
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- NII Book ID
- AN10065950
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- BIBCODE
- 2003ITEIS.123..456I
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- ISSN
- 13488155
- 03854221
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- NDL BIB ID
- 6480505
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- Text Lang
- ja
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- Data Source
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- JaLC
- NDL
- Crossref
- CiNii Articles
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- Abstract License Flag
- Disallowed