Block-iterative Richardson-Lucy methods for image deblurring
Block-iterative Richardson-Lucy methods for image deblurring
复制标题
用于图像去模糊的块迭代 Richardson-Lucy 方法
DOI:
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发表时间:
2015
影响因子:
2.4
通讯作者:
N. Lee
中科院分区:
文献类型:
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作者:
N. Lee
In this paper, we extend the Richardson-Lucy (RL) method to block-iterative versions, separated BI-RL, and interlaced BI-RL, for image deblurring applications. We propose combining algorithms for separated BI-RL to form block artifact-free output images from separately deblurred block images. For interlaced BI-RL to accelerate the iteration, we propose an interlaced block-iteration algorithm on down-sampled blocks of the observed image. Simulation studies show that separated BI-RL and interlaced BI-RL achieve desired goals in Gaussian and diagonal deblurrings.