Search Results - "Godaliyadda, G. M. Dilshan P."

Dynamic Sparse Sampling for Confocal Raman Microscopy by Zhang, Shijie, Song, Zhengtian, Godaliyadda, G. M. Dilshan P, Ye, Dong Hye, Chowdhury, Azhad U, Sengupta, Atanu, Buzzard, Gregery T, Bouman, Charles A, Simpson, Garth J

“…The total number of data points required for image generation in Raman microscopy was greatly reduced using sparse sampling strategies, in which the preceding…”
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Correction to Dynamic Sparse Sampling for Confocal Raman Microscopy by Zhang, Shijie, Song, Zhengtian, Godaliyadda, G. M. Dilshan P, Ye, Dong Hye, Chowdhury, Azhad U, Sengupta, Atanu, Buzzard, Gregery T, Bouman, Charles A, Simpson, Garth J

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Dynamic X‐ray diffraction sampling for protein crystal positioning by Scarborough, Nicole M., Godaliyadda, G. M. Dilshan P., Ye, Dong Hye, Kissick, David J., Zhang, Shijie, Newman, Justin A., Sheedlo, Michael J., Chowdhury, Azhad U., Fischetti, Robert F., Das, Chittaranjan, Buzzard, Gregery T., Bouman, Charles A., Simpson, Garth J.

“…A sparse supervised learning approach for dynamic sampling (SLADS) is described for dose reduction in diffraction‐based protein crystal positioning. Crystal…”
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A Framework for Dynamic Image Sampling Based on Supervised Learning by Godaliyadda, G. M. Dilshan P., Ye, Dong Hye, Uchic, Michael D., Groeber, Michael A., Buzzard, Gregery T., Bouman, Charles A.

“…Sparse sampling schemes can broadly be classified into two main categories: static sampling where the sampling pattern is predetermined, and dynamic sampling…”
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A Framework for Dynamic Image Sampling Based on Supervised Learning (SLADS) by Godaliyadda, G. M. Dilshan P, Ye, Dong Hye, Uchic, Michael D, Groeber, Michael A, Buzzard, Gregery T, Bouman, Charles A

“…Sparse sampling schemes have the potential to dramatically reduce image acquisition time while simultaneously reducing radiation damage to samples. However,…”
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