Dr. Grigorios Tsagkatakis Profile

Dr. Grigorios Tsagkatakis

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Publications (6)

Proceedings Article | 15 October 2015 Paper

Deep learning for multi-label land cover classification

Konstantinos Karalas, Grigorios Tsagkatakis, Michalis Zervakis, Panagiotis Tsakalides

Proceedings Volume 9643, 96430Q (2015) https://doi.org/10.1117/12.2195082

KEYWORDS: Remote sensing, Neural networks, Feature extraction, Satellites, Network architectures, Neurons, Binary data, MODIS, Machine learning, Data modeling

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Proceedings Article | 13 March 2015 Paper

Compressed hyperspectral sensing

Grigorios Tsagkatakis, Panagiotis Tsakalides

Proceedings Volume 9403, 940307 (2015) https://doi.org/10.1117/12.2083282

KEYWORDS: Multiplexing, Optical sensors, Associative arrays, Sensors, Hyperspectral imaging, Imaging systems, Computer programming, Signal to noise ratio, Hyperspectral sensing, Computer architecture

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Proceedings Article | 12 March 2015 Paper

Recovery of quantized compressed sensing measurements

Grigorios Tsagkatakis, Panagiotis Tsakalides

Proceedings Volume 9401, 940106 (2015) https://doi.org/10.1117/12.2083285

KEYWORDS: Quantization, Binary data, Reconstruction algorithms, Matrices, Image restoration, Compressed sensing, Computer programming, Image compression, Associative arrays, Interference (communication)

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SPIE Journal Paper | 5 February 2015 Open Access

Multireturn compressed gated range imaging

Grigorios Tsagkatakis, Arnaud Woiselle, George Tzagkarakis, Marc Bousquet, Jean-Luc Starck, Panagiotis Tsakalides

OE, Vol. 54, Issue 03, 031106, (February 2015) https://doi.org/10.1117/12.10.1117/1.OE.54.3.031106

KEYWORDS: Range imaging, Associative arrays, Sensors, Signal processing, Signal to noise ratio, Imaging systems, Pulsed laser operation, Binary data, Cameras, Signal attenuation

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Proceedings Article | 26 September 2013 Paper

Compressed gated range sensing

Grigorios Tsagkatakis, Arnaud Woiselle, George Tzagkarakis, Marc Bousquet, Jean Luc Starck, Panagiotis Tsakalides

Proceedings Volume 8858, 88581B (2013) https://doi.org/10.1117/12.2023901

KEYWORDS: Associative arrays, Chemical elements, Compressed sensing, Systems modeling, Range imaging, Cameras, Sensors, Imaging systems, Pulsed laser operation, Backscatter

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Proceedings Article | 19 November 2012 Paper

Active range imaging via random gating

Grigorios Tsagkatakis, Arnaud Woiselle, George Tzagkarakis, Marc Bousquet, Jean-Luc Starck, Panagiotis Tsakalides

Proceedings Volume 8542, 85420P (2012) https://doi.org/10.1117/12.974606

KEYWORDS: Cameras, Sensors, Range imaging, Stereolithography, Compressed sensing, Imaging systems, Signal to noise ratio, Time of flight cameras, Associative arrays, Pulsed laser operation

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Showing 5 of 6 publications

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