|
- 2015
资源一号02C影像条带噪声去除的改进矩匹配方法
|
Abstract:
针对资源一号02C 影像条带噪声的去除,提出了一种改进的矩匹配方法。该方法以移动窗口的方式对大范围卫星影像数据进行分段处理,并根据窗口内影像的信息量,自适应地确定窗口大小,且在参考值获取时引入更合理的高斯加权均值。实验表明,与现有矩匹配方法相比,本文方法在取得良好去噪效果的同时,还具有自动化程度高、灰度失真小等优点
[1] | Chen J, Shao Y, Guo H, et al. Destriping CMODIS Data by Power Filtering [J]. <em>IEEE Transactions on Geoscience and Remote Sensing, </em>2003, 41(9): 2 119-2 124 |
[2] | Chen Jingsong, Shao Yun, Zhu Boqin. Destriping in CMODIS Data by an Improved Moment Matching[J]. <em>Remote Sensing Technology and Application, </em>2003, 18(5): 313-316 (陈劲松, 邵芸, 朱博勤. 一种改进的矩匹配方法在 CMODIS 数据条带去除中的应用[J]. 遥感技术与应用, 2003, 18(5): 313-316) |
[3] | Zhang Bingxian, Wang Mi, Pan Jun. Destriping Panchromatic Imagery Using Self-adaptive Moment Match[J]. <em>Geomatics and Information Science of Wuhan University</em>, 2012, 37(12): 1 464-1 467(张炳先, 王密, 潘俊. 采用灰度分割的自适应矩匹配条带噪声去除方法[J]. 武汉大学学报·5信息科学版, 2012, 37(12): 1 464-1 467) |
[4] | Niu Shengli, Tang Junwu, Jiang Xingwei, et al. The Comparison of Two Quantitative Striping Removal Algorithms for HY-1A COCTS Data[J]. <em>Journal of Remote Sensing Beijing</em>, 2008, 11(6): 860-867 (牛生丽, 唐军武, 蒋兴伟, 等. HY-1A 卫星 COCTS 数据条带消除的两种定量化方法比较[J]. 遥感学报, 2008, 11(6): 860-867) |
[5] | Pan Zhiqiang, Gu Xingfa, Liu Guodong. Relative Radiometric Correction of CBERS-01 CCD Data Based on Detector Histogram Matching [J]. <em>Geomatics and Information Science of Wuhan University</em>, 2005, 30(10): 925-927(潘志强, 顾行发, 刘国栋. 基于探元直方图匹配的CBERS-01星CCD数据相对辐射校正方法[J]. 武汉大学学报·信息科学版, 2005, 30(10): 925-927) |
[6] | Gadallah F L, Csillag F, Smith E J M. Destriping Multisensor Imagery with Moment Matching[J]. <em>Int. J. Remote Sensing</em>, 2000, 21(12):2 505-2 511 |
[7] | He Zhongxiang, Wang Mingfu, Yang Shihong, et al. Research on Objective Quality Assessment of Remote Sensing Image[J]. <em>Journal of Engineering Graphics</em>, 2012, 32(6): 47-52 (何中翔, 王明富, 杨世洪, 等. 遥感图像客观质量评价方法研究[J]. 工程图学学报, 2012, 32(6): 47-52) |
[8] | Srinivasan R, Cannon M, White J. Landsat Data Destriping Using Power Filtering [J]. <em>Optical Engineering</em>, 1988, 27(11):939-943 |
[9] | Liu Zhengjun, Wang Changyao, Wang Cheng. Destriping Imaging Spectrometer Data by an Improved Moment Matching Method[J]. <em>Journal of Remote Sensing Beijing</em>, 2002, 6(4): 279-284 (刘正军, 王长耀, 王成. 成像光谱仪图像条带噪声去除的改进矩匹配方法[J]. 遥感学报, 2002, 6(4):279-284) |
[10] | Gao Jian, Zhang Bin, Zhang Feiyan, et al. Surface Min/max Flow Method for Remote Sensing Image Denoising[J]. <em>Geomatics and Information Science of Wuhan University</em>, 2012, 37(1): 31-34(高建, 张斌, 张飞艳,等. 一种遥感影像Min/Max流去噪方法的研究[J]. 武汉大学学报·5信息科学版, 2012, 37(1): 31-34) |
[11] | Han Ling, Dong Lianfeng,Zhang Min, et al. Destriping Hyperspectral Image Based on an Improved Moment Matching Method[J]. <em>Acta Optica Sinica</em>, 2009, 29(12): 3 333-3 338 (韩玲, 董连凤, 张敏, 等. 基于改进的矩匹配方法高光谱影像条带噪声滤波技术[J]. 光学学报, 2009, 29(12): 3 333-3 338) |
[12] | Sun L, Neville R, Staenz K, et al. Automatic Destriping of Hyperion Imagery Based on Spectral Moment Matching[J]. <em>Canadian Journal of Remote Sensing</em>, 2008, 34(S1): S68-S81 |
[13] | Sui X B, Chen Q, Gu G H. Algorithm for Eliminating Stripe Noise in Infrared Image[J]. <em>Journal of Infrared and Millimeter Waves</em>, 2012, 31(2): 106-112 |
[14] | Zha Yufei, Bi Duyan. Adaptive Wavelet Multi-thresholding for Image Denoising [J]. <em>Journal of Image and Graphics</em>, 2005, 10(5): 567-570 (查宇飞, 毕笃彦. 基于小波变换的自适应多阈值图像去噪[J]. 中国图象图形学报, 2005, 10(5):567-570) |
[15] | Tsai F, Chen W W. Striping Noise Detection and Correction of Remote Sensing Images [J]. <em>IEEE Transactions on Geoscience and Remote Sensing, </em>2008, 46(12):4 122-4 131 |