Browse Dissertations and Theses - Electrical and Computer Engineering by Author "Wang, Zhangyang"

  • Wang, Zhangyang (2015-01-21)
    Image super-resolution (SR) aims to estimate of a high-resolution (HR) image from low-resolution (LR) input. Image priors are commonly learned to regularize the ill-posed SR problem, either using external LR-HR pairs or ...

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  • Wang, Zhangyang (2016-10-28)
    Deep learning models have had tremendous impacts in recent years, while a question has been raised by many: Is deep learning just a triumph of empiricism? There has been emerging interest in reducing the gap between the ...

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