Results 1 to 10 of about 15,099 (142)
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
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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
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, 2021 We present an efficient model to retrieve data from a database by implementing plug-and-play queries using the query guards. The model is efficient in the sense that it saves time when writing a query and promotes query portability and reuse. A plug-and-play query is a freestanding query that can couple to any data socket and self determine whether it ...
Swami, Shubham
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Plug-and-Play Virtual Factories
IEEE Internet Computing, 2012 Although virtual factories are a well-established approach to managing distributed, cross-organizational manufacturing processes, corresponding end-to-end IT support is still lacking. Service-oriented virtual factories use and extend well-known methods and technologies from service-oriented computing, the Internet of Things, and business process ...
Stefan Schulte 0002 +3 more
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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
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Plug-and-play excipients: an opportunity waiting to be exploited [PDF]
Journal of Excipients and Food Chemicals, 2019 Not ...
Shireesh P Apte
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Equivariant Plug-and-Play Image Reconstruction [PDF]
2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)Plug-and-play algorithms constitute a popular framework for solving inverse imaging problems that rely on the implicit definition of an image prior via a denoiser. These algorithms can leverage powerful pre-trained denoisers to solve a wide range of imaging tasks, circumventing the necessity to train models on a per-task basis.
Terris, Matthieu +3 more
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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
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Sensors, 2023 Clinical alarm and decision support systems that lack clinical context may create non-actionable nuisance alarms that are not clinically relevant and can cause distractions during the most difficult moments of a surgery. We present a novel, interoperable,
David Arney +5 more
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2022 IEEE International Conference on Image Processing (ICIP), 2022 The past few years have seen a surge of activity around integration of deep learning networks and optimization algorithms for solving inverse problems. Recent work on plug-and-play priors (PnP), regularization by denoising (RED), and deep unfolding has shown the state-of-the-art performance of such integration in a variety of applications. However, the
Abdullah H. Al-Shabili +3 more
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