Title:
PHOTON STATISTICS-BASED SUPPORT VECTOR MACHINE (PSSVM) FOR QUANTUM IMAGING
Document Type and Number:
WIPO Patent Application WO/2023/075433
Kind Code:
A1
Abstract:
The present invention relates to a support vector machine on the basis of photon statistics for quantum imaging. The present invention provides a quantum imaging method using a support vector machine for calculating a pixel labeling estimated value, from which noise has been removed, by using photon statistics-based modeling in quantum imaging using a coherent photon pair light source such as an entangled photon pair and a heralded photon pair, so that an amount of computation required when statistics of photon measurement are analyzed can be reduced, and noise can be reduced.
Inventors:
RHEE JUNE-KOO (KR)
KIM JINWOO (KR)
KIM JINWOO (KR)
Application Number:
PCT/KR2022/016530
Publication Date:
May 04, 2023
Filing Date:
October 27, 2022
Export Citation:
Assignee:
KOREA ADVANCED INST SCI & TECH (KR)
International Classes:
G06N20/10; G06N5/02
Foreign References:
| CN110852981A | 2020-02-28 | |||
| US20120319008A1 | 2012-12-20 | |||
| JP6854992B1 | 2021-04-07 | |||
| KR102288727B1 | 2021-08-10 |
Other References:
S. GREVELING; K. L. PERRIER; D. VAN OOSTEN: "Density Distribution of a Bose-Einstein Condensate of Photons in a Dye-Filled Microcavity", ARXIV.ORG, 21 December 2017 (2017-12-21), 201 Olin Library Cornell University Ithaca, NY 14853 , XP081303974, DOI: 10.1103/PhysRevA.98.013810
Attorney, Agent or Firm:
HMP IP GROUP (KR)
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