摘要
The presence of speckle noise hinders observers from acquiring information of SAR images. It is desirable to remove speckle noise without features destroyed. In this paper, a PDE (partial differential equation) based method is presented to suppress the speckle noise. Unlike Perona & Malik's method, standard gradient is introduced to distinguish between the continuous areas and edges in SAR images. Since standard gradient makes use of the statistical information to locate the edges its application in PDE brings better image enhancement results. To demonstrate the performance of our method, we apply it to real SAR images. The experiment results show that the method reduces speckle and keeps important features simultaneously.
| 源语言 | 英语 |
|---|---|
| 主期刊名 | 8th International Conference on Signal Processing, ICSP 2006 |
| 出版商 | Institute of Electrical and Electronics Engineers Inc. |
| ISBN（印刷版） | 0780397371, 9780780397378 |
| DOI | |
| 出版状态 | 已出版 - 2006 |
| 活动 | 8th International Conference on Signal Processing, ICSP 2006 - Guilin, 中国 期限: 16 11月 2006 → 20 11月 2006 |
出版系列
| 姓名 | International Conference on Signal Processing Proceedings, ICSP |
|---|---|
| 卷 | 2 |
会议
| 会议 | 8th International Conference on Signal Processing, ICSP 2006 |
|---|---|
| 国家/地区 | 中国 |
| 市 | Guilin |
| 时期 | 16/11/06 → 20/11/06 |
指纹
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Du, H., Ren, Y., & Mei, W. (2006). A PDE based method for speckle noise suppression. 在 8th International Conference on Signal Processing, ICSP 2006 文章 4129091 (International Conference on Signal Processing Proceedings, ICSP; 卷 2). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ICOSP.2006.345610