Browsing Division of Electrical, Electronics, and Computer Science (EECS) by Author "Nair, Pravin"
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Fast High-Dimensional Filtering
Nair, PravinSmoothing (diffusion) is a fundamental task in low-level vision and image processing. In the context of natural images, where edges (sharp discontinuities) play an important psychovisual role, the smoothing process needs ... -
Provably Convergent Algorithms for Denoiser-Driven Image Regularization
Nair, PravinSome fundamental reconstruction tasks in image processing can be posed as an inverse problem where we are required to invert a given forward model. For example, in deblurring and superresolution, the ground-truth image ...