Dr. Ravi Pratap Singh
UPES, Banaras Hindu University, Banaras Hindu University Faculty of Science
0009-0008-0784-3744
About
I earned my Ph.D. from the Department of Science and Technology–Centre for Interdisciplinary Mathematical Sciences (DST-CIMS) at Banaras Hindu University, Varanasi, India. My doctoral research focused on developing a comprehensive framework for the modeling and analysis of focal plane array optical imaging systems and proposing novel methods for image restoration within an inverse problem framework. Prior to that, I received my M.Sc. degree in Computational Science and Applications in Signal Processing , and my B.Sc. (Hons.) degree in Mathematics from from Banaras Hindu University.
My research interests include image processing, imaging systems, parameter estimation, time-frequency analysis, machine learning, inverse computational imaging, deep neural networks in image processing, and affective computing.
Employment
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UPES Assistant Professor2025 - Present
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Banaras Hindu University
Education
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Banaras Hindu University PhD2017 - 2024
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Banaras Hindu University Faculty of Science M.Sc. (Computational science and application in signal processing )2014 - 2016
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Banaras Hindu University Faculty of Science B.Sc. (Hons) degree in Mathematics2009 - 2012
Projects & Funding
Projects & funding information is unavailable.
Publications (4)
- Image deconvolution using hybrid threshold based on modified L1-clipped penalty in EM framework Save
- An Efficient Hybrid Threshold for Image Deconvolution in Expectation Maximization Framework Save
- Hybrid Thresholding for Image Deconvolution in Expectation Maximization framework Save
- Risk Minimization Approach for Image Restoration Using L2 Penalty in EM Framework Save