A framework for the definition of complex structured feature spaces
Sign Up to like & getrecommendations! Published in 2020 at "Neurocomputing"
DOI: 10.1016/j.neucom.2019.11.115
Abstract: Abstract In this paper, we propose a general framework that, starting from the feature space of an existing base graph kernel, allows to define more expressive kernels which can learn more complex concepts, meanwhile generalizing… read more here.
Keywords: feature spaces; framework definition; structured feature; definition complex ... See more keywords
Universal understanding of self-healing and transformation of complex structured beams based on eigenmode superposition.
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DOI: 10.1364/ao.487108
Abstract: The self-healing property of laser beams with special spatial structures is of great interest. We take the Hermite-Gaussian (HG) eigenmode as an example, theoretically and experimentally investigating the self-healing and transformation characteristics of complex structured… read more here.
Keywords: superposition; healing transformation; structured beams; self healing ... See more keywords
Phenomenology of complex structured light in turbulent air.
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DOI: 10.1364/oe.386962
Abstract: The study of light propagation has been a cornerstone of progress in physics and technology. Recently, advances in control and shaping of light have created significant interest in the propagation of complex structures of light… read more here.
Keywords: phenomenology complex; light turbulent; complete basis; basis ... See more keywords
Complex structured beam direct generation by coherent superposition of a complete set of degenerate eigenmodes.
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DOI: 10.1364/oe.488812
Abstract: Structured beams have played an important role in many fields due to their rich spatial characteristics. The microchip cavity with a large Fresnel number can directly generate structured beams with complex spatial intensity distribution, which… read more here.
Keywords: microchip cavity; degenerate; structured beams; coherent superposition ... See more keywords