PtychoDV: Vision Transformer-Based Deep Unrolling Network for Ptychographic Image Reconstruction

Ptychography is an imaging technique that captures multiple overlapping snapshots of a sample, illuminated coherently by a moving localized probe. The image recovery from ptychographic data is generally achieved via an iterative algorithm that solves a nonlinear phase retrieval problem derived from...

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Hlavní autoři:	Weijie Gan, Qiuchen Zhai, Michael T. McCann, Cristina Garcia Cardona, Ulugbek S. Kamilov, Brendt Wohlberg
Médium:	Artigo
Jazyk:	Inglês
Vydáno:	IEEE 2024-01-01
Edice:	IEEE Open Journal of Signal Processing
Témata:	Ptychography deep unrolling vision transformer deep learning and image reconstruction
On-line přístup:	https://ieeexplore.ieee.org/document/10463649/
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