Accelerating ptychographic reconstructions using spectral initializations

نویسندگان

چکیده

Ptychography is a promising phase retrieval technique for label-free quantitative imaging. Recent advances in algorithms witnessed the development of spectral methods, order to accelerate gradient descent algorithms. Using initializations on experimental data, first time we report three times faster ptychographic reconstructions than with standard algorithm and improved resilience noise. Coming at no additional computational cost compared gradient-descent-based algorithms, methods have potential be implemented large-scale iterative

برای دانلود رایگان متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

A computational framework for ptychographic reconstructions

Ptychography is now a well-established X-ray microscopy tool for synchrotron end-stations equipped with a scanning stage and a pixelated detector. Ptychographic phasing algorithms use information from coherent diffraction to deliver quantitative images of the specimen at a resolution higher than the scanning resolution. These algorithms have traditionally been implemented in software on a per-i...

متن کامل

Spectral multiplexing and coherent-state decomposition in Fourier ptychographic imaging.

Information multiplexing is important for biomedical imaging and chemical sensing. In this paper, we report a microscopy imaging technique, termed state-multiplexed Fourier ptychography (FP), for information multiplexing and coherent-state decomposition. Similar to a typical Fourier ptychographic setting, we use an array of light sources to illuminate the sample from different incident angles a...

متن کامل

Auralization of Accelerating Passenger Cars Using Spectral Modeling Synthesis

While the technique of auralization has been in use for quite some time in architectural acoustics, the application to environmental noise has been discovered only recently. With road traffic noise being the dominant noise source in most countries, particular interest lies in the synthesis of realistic pass-by sounds. This article describes an auralizator for pass-bys of accelerating passenger ...

متن کامل

Accelerating CS in Parallel Imaging Reconstructions Using an Efficient and Effective Circulant Preconditioner

Purpose: Design of a preconditioner for fast and efficient parallel imaging and compressed sensing reconstructions. Theory: Parallel imaging and compressed sensing reconstructions become time consuming when the problem size or the number of coils is large, due to the large linear system of equations that has to be solved in l1 and l2-norm based reconstruction algorithms. Such linear systems can...

متن کامل

Reservoir characterization using stochastic initializations and the level set method

In this work we present a novel level set technique for shape reconstruction in history matching for reservoirs with two or more kinds of rocks (the so-called lithofacies) using stochastic initializations. In the paper we discuss the use of sequential Gaussian simulation for the creation of geostatistical initial guesses which will then be applied to an earlier introduced level set based shape ...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

ژورنال

عنوان ژورنال: Optics Letters

سال: 2021

ISSN: ['1539-4794', '1071-2763', '0146-9592', '1071-8842']

DOI: https://doi.org/10.1364/ol.406156