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Deep Learning-Based Framework for In Vivo Identification of Glioblastoma Tumor using Hyperspectral Images of Human Brain

Sensors (Basel, Switzerland), 2019-02, Vol.19 (4), p.920

2019

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A Computationally Efficient Algorithm for Fusing Multispectral and Hyperspectral Images

IEEE transactions on geoscience and remote sensing, 2016-10, Vol.54 (10), p.5712-5728

2016

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Adaptation of the CCSDS 123.0-B-2 Standard for RGB Video Compression

IEEE journal of selected topics in applied earth observations and remote sensing, 2022, Vol.15, p.1656-1669

2022

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Spatio-spectral classification of hyperspectral images for brain cancer detection during surgical operations

PloS one, 2018-03, Vol.13 (3), p.e0193721-e0193721

2018

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Hardware Implementation of the CCSDS 123.0-B-2 Near-Lossless Compression Standard Following an HLS Design Methodology

Remote sensing (Basel, Switzerland), 2021-11, Vol.13 (21), p.4388

2021

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SHyLoC 2.0: A Versatile Hardware Solution for On-Board Data and Hyperspectral Image Compression on Future Space Missions

IEEE access, 2020, Vol.8, p.54269-54287

2020

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Multispectral and Hyperspectral Lossless Compressor for Space Applications (HyLoC): A Low-Complexity FPGA Implementation of the CCSDS 123 Standard

IEEE journal of selected topics in applied earth observations and remote sensing, 2016-02, Vol.9 (2), p.757-770

2016

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Laboratory Hyperspectral Image Acquisition System Setup and Validation

Sensors (Basel, Switzerland), 2022-03, Vol.22 (6), p.2159

2022

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Accelerating the K-Nearest Neighbors Filtering Algorithm to Optimize the Real-Time Classification of Human Brain Tumor in Hyperspectral Images

Sensors (Basel, Switzerland), 2018-07, Vol.18 (7), p.2314

2018

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Scalable Hardware-Based On-Board Processing for Run-Time Adaptive Lossless Hyperspectral Compression

IEEE access, 2019, Vol.7, p.10644-10652

2019

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FPGA Implementation of the HySime Algorithm for the Determination of the Number of Endmembers in Hyperspectral Data

IEEE journal of selected topics in applied earth observations and remote sensing, 2015-06, Vol.8 (6), p.2870-2883

2015

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Implementation of the Principal Component Analysis onto High-Performance Computer Facilities for Hyperspectral Dimensionality Reduction: Results and Comparisons

Remote sensing (Basel, Switzerland), 2018-06, Vol.10 (6), p.864

2018

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Hyperspectral Push-Broom Microscope Development and Characterization

IEEE access, 2019, Vol.7, p.122473-122491

2019

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Towards the Concurrent Execution of Multiple Hyperspectral Imaging Applications by Means of Computationally Simple Operations

Remote sensing (Basel, Switzerland), 2020-04, Vol.12 (8), p.1343

2020

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A Runtime-Scalable and Hardware-Accelerated Approach to On-Board Linear Unmixing of Hyperspectral Images

Remote sensing (Basel, Switzerland), 2018-11, Vol.10 (11), p.1790

2018

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Implementation of CCSDS Standards for Lossless Multispectral and Hyperspectral Satellite Image Compression

IEEE transactions on aerospace and electronic systems, 2020-04, Vol.56 (2), p.1120-1138

2020

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An Algorithm for an Accurate Detection of Anomalies in Hyperspectral Images With a Low Computational Complexity

IEEE transactions on geoscience and remote sensing, 2018-02, Vol.56 (2), p.1159-1176

2018

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A Line-by-Line Fast Anomaly Detector for Hyperspectral Imagery

IEEE transactions on geoscience and remote sensing, 2019-11, Vol.57 (11), p.8968-8982

2019

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A New Fast Algorithm for Linearly Unmixing Hyperspectral Images

IEEE transactions on geoscience and remote sensing, 2015-12, Vol.53 (12), p.6752-6765

2015

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Performance Assessment of the CCSDS-123 Standard for Panchromatic Video Compression on Space Missions

IEEE geoscience and remote sensing letters, 2022, Vol.19, p.1-5

2022

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GPU Implementation of an Automatic Target Detection and Classification Algorithm for Hyperspectral Image Analysis

IEEE geoscience and remote sensing letters, 2013-03, Vol.10 (2), p.221-225

2013

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Removing Data Dependencies in the CCSDS 123.0-B-2 Predictor Weight Updating

IEEE geoscience and remote sensing letters, 2024, Vol.21, p.1-5

2024

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Reducing Data Dependencies in the Feedback Loop of the CCSDS 123.0-B-2 Predictor

IEEE geoscience and remote sensing letters, 2022, Vol.19, p.1-1

2022

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Real-Time Hyperspectral Image Compression Onto Embedded GPUs

IEEE journal of selected topics in applied earth observations and remote sensing, 2019-08, Vol.12 (8), p.2792-2809

2019

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Deep Learning-Based Framework for In Vivo Identification of Glioblastoma Tumor using Hyperspectral Images of Human Brain

A Computationally Efficient Algorithm for Fusing Multispectral and Hyperspectral Images

Adaptation of the CCSDS 123.0-B-2 Standard for RGB Video Compression

Spatio-spectral classification of hyperspectral images for brain cancer detection during surgical operations

Hardware Implementation of the CCSDS 123.0-B-2 Near-Lossless Compression Standard Following an HLS Design Methodology

SHyLoC 2.0: A Versatile Hardware Solution for On-Board Data and Hyperspectral Image Compression on Future Space Missions

Multispectral and Hyperspectral Lossless Compressor for Space Applications (HyLoC): A Low-Complexity FPGA Implementation of the CCSDS 123 Standard

Laboratory Hyperspectral Image Acquisition System Setup and Validation

In-Vivo Hyperspectral Human Brain Image Database for Brain Cancer Detection

Accelerating the K-Nearest Neighbors Filtering Algorithm to Optimize the Real-Time Classification of Human Brain Tumor in Hyperspectral Images

Scalable Hardware-Based On-Board Processing for Run-Time Adaptive Lossless Hyperspectral Compression

FPGA Implementation of the HySime Algorithm for the Determination of the Number of Endmembers in Hyperspectral Data

Implementation of the Principal Component Analysis onto High-Performance Computer Facilities for Hyperspectral Dimensionality Reduction: Results and Comparisons

Hyperspectral Push-Broom Microscope Development and Characterization

Towards the Concurrent Execution of Multiple Hyperspectral Imaging Applications by Means of Computationally Simple Operations

A Runtime-Scalable and Hardware-Accelerated Approach to On-Board Linear Unmixing of Hyperspectral Images

Implementation of CCSDS Standards for Lossless Multispectral and Hyperspectral Satellite Image Compression

An Algorithm for an Accurate Detection of Anomalies in Hyperspectral Images With a Low Computational Complexity

A Line-by-Line Fast Anomaly Detector for Hyperspectral Imagery

A New Fast Algorithm for Linearly Unmixing Hyperspectral Images

Performance Assessment of the CCSDS-123 Standard for Panchromatic Video Compression on Space Missions

GPU Implementation of an Automatic Target Detection and Classification Algorithm for Hyperspectral Image Analysis

Removing Data Dependencies in the CCSDS 123.0-B-2 Predictor Weight Updating

Reducing Data Dependencies in the Feedback Loop of the CCSDS 123.0-B-2 Predictor

Real-Time Hyperspectral Image Compression Onto Embedded GPUs

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