Efficient rotation invariant texture features for content-based image retrieval
文献类型：期刊论文
| 作者 | Fountain, SR; Tan, TN
|
| 刊名 | PATTERN RECOGNITION
 |
| 出版日期 | 1998-11-01 |
| 卷号 | 31期号:11页码:1725-1732 |
| 关键词 | image database rotation invariance content-based retrieval texture analysis |
| 英文摘要 | An efficient approach to the extraction of rotation invariant texture features is presented. Histograms of intensity gradient directions are compiled. Rotation invariant features are extracted by taking the Fourier expansion of the histogram. The method is applied to image database annotation and content based retrieval. With a database of over 400 randomly rotated images all textures are correctly identified on the return of two classifications. On presentation of a texture to the image retrieval system nine out of ten images returned from the search are of the same texture as the query image. Its simplicity and accuracy render the method highly suited to applications such as content-based image retrieval. The method requires no human intervention. Extensive experimental results are included to demonstrate the performance of the method in texture classification and content-based retrieval. (C) 1998 Pattern Recognition Society, Published by Elsevier Science Ltd. All rights reserved. |
| WOS标题词 | Science & Technology ; Technology |
| 类目[WOS] | Computer Science, Artificial Intelligence ; Engineering, Electrical & Electronic |
| 研究领域[WOS] | Computer Science ; Engineering |
| 关键词[WOS] | TRANSFORM |
| 收录类别 | SCI |
| 语种 | 英语 |
| WOS记录号 | WOS:000076088700014 |
| 公开日期 | 2015-12-24 |
| 源URL | [http://ir.ia.ac.cn/handle/173211/9771]  |
| 专题 | 自动化研究所_09年以前成果 |
| 作者单位 | 1.Univ Reading, Dept Comp Sci, Computat Vis Grp, Reading G6 6AY, Berks, England 2.Chinese Acad Sci, Inst Automat, Natl Lab Pattern Recognit, Beijing, Peoples R China |
| 推荐引用方式 GB/T 7714 | Fountain, SR,Tan, TN. Efficient rotation invariant texture features for content-based image retrieval[J]. PATTERN RECOGNITION,1998,31(11):1725-1732. |
| APA | Fountain, SR,&Tan, TN.(1998).Efficient rotation invariant texture features for content-based image retrieval.PATTERN RECOGNITION,31(11),1725-1732. |
| MLA | Fountain, SR,et al."Efficient rotation invariant texture features for content-based image retrieval".PATTERN RECOGNITION 31.11(1998):1725-1732. |
入库方式： OAI收割
来源：自动化研究所
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