Results 1 to 10 of about 65,522 (159)
A Plug‐and‐Play Volume Minimizing Micromixer [PDF]
Advanced ScienceMicroscale fluid mixing has numerous applications where rapid and efficient mixing is required, including drug discovery, bio‐analysis and point‐of‐care diagnostics.
Kirill Kolesnik +3 more
doaj +2 more sources
High-Resolution ISAR Imaging Based on Plug-and-Play 2D ADMM-Net
Remote Sensing, 2022 We propose a deep learning architecture, dubbed Plug-and-play 2D ADMM-Net (PAN), by combining model-driven deep networks and data-driven deep networks for effective high-resolution 2D inverse synthetic aperture radar (ISAR) imaging with various signal-to-
Xiaoyong Li +3 more
doaj +3 more sources
Hyperspectral Nonlinear Unmixing by Using Plug-and-Play Prior for Abundance Maps
Remote Sensing, 2020 Spectral unmixing (SU) aims at decomposing the mixed pixel into basic components, called endmembers with corresponding abundance fractions. Linear mixing model (LMM) and nonlinear mixing models (NLMMs) are two main classes to solve the SU.
Zhicheng Wang +5 more
doaj +3 more sources
Constrained Plug-and-Play Priors for Image Restoration [PDF]
Journal of ImagingThe Plug-and-Play framework has demonstrated that a denoiser can implicitly serve as the image prior for model-based methods for solving various inverse problems such as image restoration tasks.
Alessandro Benfenati, Pasquale Cascarano
doaj +2 more sources
Plug-and-Play Self-Supervised Denoising for Pulmonary Perfusion MRI [PDF]
BioengineeringPulmonary dynamic contrast-enhanced (DCE) MRI is clinically useful for assessing pulmonary perfusion, but its signal-to-noise ratio (SNR) is limited. A self-supervised learning network-based plug-and-play (PnP) denoising model was developed to improve ...
Changyu Sun +6 more
doaj +2 more sources
Plug-and-Play PRNU Enhancement Algorithm with Guided Filtering [PDF]
SensorsAs a weak high-frequency signal embedded in digital images, Photo Response Non-Uniformity (PRNU) is particularly vulnerable to interference from low-frequency components during the extraction process, which affects its reliability in real-world forensic ...
Yufei Liu, Yanhui Xiao, Huawei Tian
doaj +2 more sources
Progressive plug and play full waveform inversion with multitask learning [PDF]
Scientific ReportsThe quality of low-frequency data and the initial model are crucial for robust seismic full waveform inversion (FWI). Some existing deep learning works only address one to improve the inversion accuracy.
Benwen Zhang, Linrong Wang
doaj +2 more sources
A Novel Iterative Thresholding Algorithm Based on Plug-and-Play Priors for Compressive Sampling
Future Internet, 2017 We propose a novel fast iterative thresholding algorithm for image compressive sampling (CS) recovery using three existing denoisers—i.e., TV (total variation), wavelet, and BM3D (block-matching and 3D filtering) denoisers.
Lingjun Liu, Zhonghua Xie, Cui Yang
doaj +3 more sources
Plug and Play Colorimetric Carbon Dioxide Sensor [PDF]
EPJ Web of Conferences, 2022 Carbon dioxide measurement is an important endeavor in many industries such as food packaging, grain storage and health industry. This work presents a reversible, plug and play and low-cost colorimetric CO2 sensor calibrated in a proper concentration ...
Mendes Nuno +3 more
doaj +1 more source
Plug and play virus-like particles for the generation of anti-toxin antibodies [PDF]
Toxicon: XSnakebite is a major global health concern, for which antivenom remains the only approved treatment to neutralise the harmful effects of the toxins. However, some medically important toxins are poorly immunogenic, resulting in reduced efficacy of the ...
Rebecca J. Edge +10 more
doaj +2 more sources