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- W2789524265 abstract "This work focuses on the development of an algorithm to design sampling patterns for acquiring images in atomic force microscopy (AFM). The goal is to reduce data acquisition time of the instrument without significantly compromising image quality by appropriately allocating sampling effort. We assume the frequency structure of the images to be sampled, and in particular the locations of the large frequency coefficients, is partially known. Based on this knowledge, the expected reconstruction error using simplified matching pursuit (SMP) is analyzed and a Monte Carlo-based strategy is proposed to create sampling patterns that minimize the expected error. The proposed method is demonstrated through simulation on two groups of sample surface images from two different materials acquired by AFM." @default.
- W2789524265 created "2018-03-29" @default.
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- W2789524265 date "2017-09-01" @default.
- W2789524265 modified "2023-09-26" @default.
- W2789524265 title "Sampling pattern design algorithm for atomic force microscopy images" @default.
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- W2789524265 doi "https://doi.org/10.1109/icip.2017.8296654" @default.
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