Multi-exponential model based bias field correction of SAR sea ice image[J]. Journal of Remote Sensing, 2011,15(1):163-172. DOI: 10.11834/jrs.20110113.
The paper proposes a novel algorithm of SAR sea ice image incidence angle bias field correction using multi-exponential model.In the algorithm
the image mean values along SAR azimuth direction are firstly calculated.Then an one-dimensional correction field is modeled by a multi-exponential model.Whereafter
the one-dimensional correction field is calculated by applying entropy minimization method.After that the original image is corrected by the two-dimensional correction field derived from the one-dimensional correction field.The experiment result indicates that the proposed algorithm is effective in correcting SAR sea ice image’s incidence angle bias field.Besides
the proposed algorithm has better correction result than Karvonen’s method without the incidence angle information of the pixels.
关键词
多指数模型熵值最小化入射角偏差场校正合成孔径雷达海冰
Keywords
multi-exponential modelentropy minimizationincidence angle bias field correctionSARsea ice