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- Goddard Space Flight CenterUS134 papers
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4 papers · 1 filter
Blind Analysis of CT Image Noise Using Residual Denoised Images
Sohini Roychowdhury, Nathan Hollraft, Adam Alessio
CT protocol design and quality control would benefit from automated tools to estimate the quality of generated CT images. These tools could be used to identify erroneous CT acquisi…
Classification of Large-Scale Fundus Image Data Sets: A Cloud-Computing Framework
Sohini Roychowdhury
Large medical image data sets with high dimensionality require substantial amount of computation time for data creation and data processing. This paper presents a novel generalized…
A generalized flow for multi-class and binary classification tasks: An Azure ML approach
Matthew Bihis, Sohini Roychowdhury
The constant growth in the present day real-world databases pose computational challenges for a single computer. Cloud-based platforms, on the other hand, are capable of handling l…
A Survey of the Trends in Facial and Expression Recognition Databases and Methods
Sohini Roychowdhury, Michelle Emmons
Automated facial identification and facial expression recognition have been topics of active research over the past few decades. Facial and expression recognition find applications…