Robust estimation methods have been combined with computer vision for many years, because they have high tolerance of outliers.
由于鲁棒估计方法对离群数据的容忍度强,人们很早就将其与机器视觉结合起来。
参考来源 - 机器视觉中的鲁棒估计技术Based on the more actual probability distribution of the measurements, Robust Estimation is immune to bad data.
抗差估计理论建立在量测值符合数据实际分布模式的基础上,具备抗御粗差的能力。
参考来源 - 基于分块信息矩阵的状态估计算法研究Robust estimation is an effective method to control abnormal data by descending weights and weakening effects of abnormal data continuously.
抗差估计通过连续降权和连续减弱影响的方法抵制异常数据,是一种控制异常数据的有效方法。
参考来源 - 两种抗差估计在陀螺信号处理中的比较Because there is big distortion between images, we used the fundamental matrix match technique based on robust estimation to match the matching points.
针对同像对中数码影像变形较大的情况,研究基于稳健估计的匹配方法自动匹配同名点坐标。
参考来源 - 基于非量测数码相机的近景摄影测量技术研究·2,447,543篇论文数据,部分数据来源于NoteExpress
Methods We introduce the classical robust estimation to generalized additive models.
方法将经典的稳健m估计方法引入广义可加模型。
Therefore a robust estimation of DOA can be achieved with this novel adaptive antenna.
因此基于该新型自适应天线,可以实现来波方向的鲁棒性估计。
Results The results of robust estimation are better in the simulation and example analysis.
结果模拟及实例分析可见稳健估计的结果较好。
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