Search Results for author: Jiabei Zhu

Found 2 papers, 2 papers with code

Local Conditional Neural Fields for Versatile and Generalizable Large-Scale Reconstructions in Computational Imaging

1 code implementation12 Jul 2023 Hao Wang, Jiabei Zhu, Yunzhe Li, QianWan Yang, Lei Tian

Unlike traditional neural fields frameworks, LCNF incorporates a local conditional representation that promotes model generalization, learning multiscale information, and efficient processing of large-scale imaging data.

Image Reconstruction Super-Resolution

Recovery of Continuous 3D Refractive Index Maps from Discrete Intensity-Only Measurements using Neural Fields

1 code implementation27 Nov 2021 Renhao Liu, Yu Sun, Jiabei Zhu, Lei Tian, Ulugbek Kamilov

The representation in DeCAF is learned directly from the measurements of the test sample by using the IDT forward model, without any ground-truth RI maps.

Zero-Shot Learning

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