Search Results for author: Junhao Hu

Found 3 papers, 1 papers with code

A Plug-and-Play Image Registration Network

no code implementations6 Oct 2023 Junhao Hu, Weijie Gan, Zhixin Sun, Hongyu An, Ulugbek S. Kamilov

A traditional DL approach to DIR is based on training a convolutional neural network (CNN) to estimate the registration field between two input images.

Image Registration

Robustness of Deep Equilibrium Architectures to Changes in the Measurement Model

no code implementations1 Nov 2022 Junhao Hu, Shirin Shoushtari, Zihao Zou, Jiaming Liu, Zhixin Sun, Ulugbek S. Kamilov

Deep model-based architectures (DMBAs) are widely used in imaging inverse problems to integrate physical measurement models and learned image priors.

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