Lossless Compression of Hyperspectral Image Based on 3DLMS Prediction
文献类型：会议论文
| 作者 | Chen YH(陈永红); Shi ZL(史泽林) ; Li DQ(李德强)
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| 出版日期 | 2009 |
| 会议名称 | 2nd International Congress on Image and Signal Processing |
| 会议日期 | October 17-19, 2009 |
| 会议地点 | Tianjin, China |
| 关键词 | 3DLMS hypersepctral image lossless compression adaptive prediction |
| 页码 | 273-278 |
| 中文摘要 | This Aiming at improving the lossless compression ratio of hyperspectral image, a three-dimensional LMS (3DLMS) algorithm is first deduced and applied into the field of hyperspectral image compression. A novel adaptive prediction model based on 3DLMS algorithm for lossless compression of hyperspectral image is proposed and optimized by the local casual set mean subtraction method. Experimental results on AVIRIS images show that the proposed algorithm can remove both the spatial and spectral redundancy of hyperspectral image and achieve higher image compression ratios than other state-of-the-art compression algorithms. The feasibility of 3DLMS algorithm in three-dimensional signal processing is also verified in this paper. |
| 收录类别 | EI ; CPCI（ISTP） |
| 产权排序 | 1 |
| 会议主办者 | Tianjin Univ Technol, IEEE Engn Med & Biol Soc |
| 会议录 | PROCEEDINGS OF THE 2009 2ND INTERNATIONAL CONGRESS ON IMAGE AND SIGNAL PROCESSING, VOLS 1-9
 |
| 会议录出版者 | IEEE |
| 会议录出版地 | NEW YORK |
| 语种 | 英语 |
| ISBN号 | 978-1-4244-4130-3 |
| WOS记录号 | WOS:000280804300061 |
| 源URL | [http://ir.sia.cn/handle/173321/7993]  |
| 专题 | 沈阳自动化研究所_光电信息技术研究室 |
| 推荐引用方式 GB/T 7714 | Chen YH,Shi ZL,Li DQ. Lossless Compression of Hyperspectral Image Based on 3DLMS Prediction[C]. 见:2nd International Congress on Image and Signal Processing. Tianjin, China. October 17-19, 2009. |
入库方式： OAI收割
来源：沈阳自动化研究所
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