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20172024
most citedReliable deep-learning-based phase imaging with uncertainty quantification

206 citations · 266 across the 5 of their papers we have counts for

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3 papers · 1 filter

eess.IV2022★ 2 cited

Block Modulating Video Compression: An Ultra Low Complexity Image Compression Encoder for Resource Limited Platforms

Siming Zheng, Yujia Xue, Waleed Tahir +6

We consider the image and video compression on resource limited platforms. An ultra low-cost image encoder, named Block Modulating Video Compression (BMVC) with an encoding complex…

eess.IV2019★ 206 cited

Reliable deep-learning-based phase imaging with uncertainty quantification

Yujia Xue, Shiyi Cheng, Yunzhe Li +1

Emerging deep-learning (DL)-based techniques have significant potential to revolutionize biomedical imaging. However, one outstanding challenge is the lack of reliability assessmen…

eess.IV2018

Deep speckle correlation: a deep learning approach towards scalable imaging through scattering media

Yunzhe Li, Yujia Xue, Lei Tian

Imaging through scattering is an important, yet challenging problem. Tremendous progress has been made by exploiting the deterministic input-output "transmission matrix" for a fixe…