卡尔曼滤波与维纳滤波在运动模糊图像恢复中的应用

Application of Kalman Filtering and Winer Filtering to Image Restoration of Mobile Fuzzy Image

通过对运动目标在运动方向上运动的分析,建立运动模糊图像退化模型,结合卡尔曼滤波与维纳滤波在应用方面的特点进行图像恢复。研究了卡尔曼滤波与维纳滤波在图像恢复方面特点与区别,说明卡尔曼滤波更适合机动目标模糊图像的恢复。

Through analysing the movement of mobile target in the direction of movement, the model of mobile fuzzy image is established, and applying the kalman filtering and winer filtering to restore image. The characteristics and distinctions of kalman filtering and winer filtering in respect to image restoration i sstudyed into, and explanined that the kalman filtering is more suitable to image restoration of mobile target.