High-resolution image recovery from image-plane arrays, using convex projections 论文

1989Journal of the Optical Society of America A引用 725
Medical Imaging Techniques and ApplicationsMedical Image Segmentation TechniquesSparse and Compressive Sensing Techniques

详细信息

发表期刊/会议
Journal of the Optical Society of America A
发表日期
1989-11-01
发表年份
1989

关键词

Medical Imaging Techniques and ApplicationsMedical Image Segmentation TechniquesSparse and Compressive Sensing Techniques

摘要

We consider the problem of reconstructing remotely obtained images from image-plane detector arrays. Although the individual detectors may be larger than the blur spot of the imaging optics, high-resolution reconstructions can be obtained by scanning or rotating the image with respect to the detector. As an alternative to matrix inversion or least-squares estimation [Appl. Opt. 26, 3615 (1987)], the method of convex projections is proposed. We show that readily obtained prior knowledge can be used to obtain good-quality imagery with reduced data. The effect of noise on the reconstruction process is considered.

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