Search Results - "ARCE, Gonzalo R"
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Fast inverse lithography based on dual-channel model-driven deep learning
Published in Optics express (06-07-2020)“…Inverse lithography technology (ILT) is extensively used to compensate image distortion in optical lithography systems by pre-warping the photomask at the…”
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A Multigraph-Defined Distribution Function in a Simulation Model of a Communication Network
Published in Entropy (Basel, Switzerland) (01-09-2022)“…We presented a method based on multigraphs to mathematically define a distribution function in time for the generation of data exchange in a special-purpose…”
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Compressive Sensing Signal Reconstruction by Weighted Median Regression Estimates
Published in IEEE transactions on signal processing (01-06-2011)“…In this paper, we propose a simple and robust algorithm for compressive sensing (CS) signal reconstruction based on the weighted median (WM) operator. The…”
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Parallel Graph Signal Processing: Sampling and Reconstruction
Published in IEEE transactions on signal and information processing over networks (01-01-2023)“…Graph signal processing (GSP) extends classical signal processing methods to analyzing signals supported over irregular grids represented by graphs. Within the…”
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Experimental demonstration of an optical-sectioning compressive sensing microscope (CSM)
Published in Optics express (22-11-2010)“…In this paper we present the design and implementation of a Compressive Sensing Microscopy (CSM) imaging system, which uses the Compressive Sensing (CS) method…”
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Conveyor X-Ray Tomosynthesis Imaging With Optimized Structured Sequential Illumination
Published in IEEE photonics journal (01-10-2020)“…Compressive X-ray tomosynthesis is a computational imaging technique used to reconstruct three-dimensional objects from a set of projection measurements, where…”
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Colored Coded Aperture Design by Concentration of Measure in Compressive Spectral Imaging
Published in IEEE transactions on image processing (01-04-2014)“…Compressive spectral imaging (CSI) senses the spatio-spectral information of a scene by measuring 2D coded projections on a focal plane array. A ℓ 1…”
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Compressive Spectral X-Ray CT Reconstruction via Deep Learning
Published in IEEE transactions on computational imaging (2022)“…Compressive spectral X-ray imaging (CSXI) uses coded illumination projections to reconstruct tomographic images at multiple energy bins. Different K-edge…”
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LED-based compressive spectral-temporal imaging
Published in Optics express (29-03-2021)“…A compressive spectral-temporal imaging system is reported. A multi-spectral light-emitting diode array is used for target illumination and spectral…”
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Channeled compressive imaging spectropolarimeter
Published in Optics express (04-02-2019)“…A compressive imaging spectropolarimeter is proposed in this paper, capable of simultaneously acquiring full polarization, spatial and spectral information of…”
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Multi-spectral compressive snapshot imaging using RGB image sensors
Published in Optics express (04-05-2015)“…Compressive sensing is a powerful sensing and reconstruction framework for recovering high dimensional signals with only a handful of observations and for…”
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Compressive spectral X-ray tomography based on spatial and spectral coded illumination
Published in Optics express (15-04-2019)“…Spectral computed tomography (CT) relies on the spectral dependence of X-ray attenuation coefficients to separate projection measurements into more than two…”
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Compressive spectral imaging system based on liquid crystal tunable filter
Published in Optics express (17-09-2018)“…Liquid crystal tunable filters (LCTF) are extensively used in hyperspectral imaging systems to successively acquire different spectral components of scenes by…”
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T-HyperGNNs: Hypergraph Neural Networks via Tensor Representations
Published in IEEE transaction on neural networks and learning systems (07-03-2024)“…Hypergraph neural networks (HyperGNNs) are a family of deep neural networks designed to perform inference on hypergraphs. HyperGNNs follow either a spectral or…”
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Coded aperture optimization in compressive X-ray tomography: a gradient descent approach
Published in Optics express (02-10-2017)“…Coded aperture X-ray computed tomography (CT) has the potential to revolutionize X-ray tomography systems in medical imaging and air and rail transit security…”
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Hyperspectral image reconstruction via patch attention driven network
Published in Optics express (05-06-2023)“…Coded aperture snapshot spectral imaging (CASSI) captures 3D hyperspectral images (HSIs) with 2D compressive measurements. The recovery of HSIs from these…”
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Compressive hyperspectral image classification using a 3D coded convolutional neural network
Published in Optics express (11-10-2021)“…Hyperspectral image classification (HIC) is an active research topic in remote sensing. Hyperspectral images typically generate large data cubes posing big…”
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Model-driven convolution neural network for inverse lithography
Published in Optics express (10-12-2018)“…Optical lithography is a fundamental process to fabricate integrated circuits, which are the basic fabric of the information age. Due to image distortions…”
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Rank Minimization Code Aperture Design for Spectrally Selective Compressive Imaging
Published in IEEE transactions on image processing (01-03-2013)“…A new code aperture design framework for multiframe code aperture snapshot spectral imaging (CASSI) system is presented. It aims at the optimization of code…”
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Lithographic source optimization based on adaptive projection compressive sensing
Published in Optics express (20-03-2017)“…This paper proposes to use the a-priori knowledge of the target layout patterns to design data-adaptive compressive sensing (CS) methods for efficient source…”
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