| A Simple Face Aging/Reverse-Aging Synthesis Method Using Log-Gabor Wavelet | |
|---|---|
| 學年 | 102 |
| 學期 | 1 |
| 出版（發表）日期 | 2013-12-01 |
| 作品名稱 | A Simple Face Aging/Reverse-Aging Synthesis Method Using Log-Gabor Wavelet |
| 作品名稱（其他語言） | |
| 著者 | Hsieh, Ching-Tang; Hu, Chia-Shing; Lee, Yu-Cheng |
| 單位 | 淡江大學電機工程學系 |
| 出版者 | 新北市：淡江大學 |
| 著錄名稱、卷期、頁數 | Journal of Applied Science and Engineering=淡江理工學刊 16(4), pp.375-384 |
| 摘要 | A face aging/reverse-aging synthesis method based on face detection and Log-Gabor wavelet is proposed. Source images are first captured by the AdaBoost face detection algorithm and then individually normalized. A reference image from the target age group that closely resembles the test subject’s face is then selected. Because the Log-Gabor wavelet is characterized by a broader bandwidth and takes less time to search a wide range of spectral information then the Gabor wavelet, the Log-Gabor wavelet method is used to determine the aged skin surface topography and the decomposition map is obtained. By adjusting the number of details to be extracted from the decomposition map, we can effectively synthesize facial images for different age groups. Experimental results are verified with wrinkle density estimation. |
| 關鍵字 | Face Detection; Log-Gabor Wavelet; AdaBoost Algorithm; Aging Synthesis |
| 語言 | en |
| ISSN | 1560-6686 |
| 期刊性質 | 國外 |
| 收錄於 | EI |
| 產學合作 | |
| 通訊作者 | Hsieh, Ching-Tang |
| 審稿制度 | 是 |
| 國別 | TWN |
| 公開徵稿 | |
| 出版型式 | 紙本 |
| 相關連結 |
機構典藏連結 ( http://tkuir.lib.tku.edu.tw:8080/dspace/handle/987654321/93448 ) |
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