Quantum-Enhanced Cluster Detection in Physical Images

Pereira, Jason L.; Banchi, Leonardo; Pirandola, Stefano

doi:10.1103/PhysRevApplied.19.054031

Title: Quantum-Enhanced Cluster Detection in Physical Images

Journal Article · 08 May 2023 · Physical Review Applied

DOI: https://doi.org/10.1103/PhysRevApplied.19.054031 · OSTI ID:1973034

;

Not Available

View Journal Article

Cite

Export

Save

Research Organization:: Fermi National Accelerator Laboratory (FNAL), Batavia, IL (United States)

Sponsoring Organization:: European Union (EU); USDOE; USDOE Office of Science (SC), High Energy Physics (HEP)

Grant/Contract Number:: AC02-07CH11359

OSTI ID:: 1973034

Report Number(s):: FERMILAB-PUB-22-869-SQMS-V; arXiv:2208.05522; 054031

Journal Information:: Physical Review Applied, Journal Name: Physical Review Applied Journal Issue: 5 Vol. 19; ISSN 2331-7019; ISSN PRAHB2

Publisher:: American Physical SocietyCopyright Statement

Country of Publication:: United States

Language:: English

References (22)

Convergence properties of functional estimates for discrete distributions Antos, Andr�s; Kontoyiannis, Ioannis Random Structures and Algorithms, Vol. 19, Issue 3-4 https://doi.org/10.1002/rsa.10019	journal	January 2001
Photon statistics and phase properties of two-mode squeezed number states Chizhov, A. V.; Murzakhmetov, B. K. Physics Letters A, Vol. 176, Issue 1-2 https://doi.org/10.1016/0375-9601(93)90312-N	journal	May 1993
Quantum machine learning Biamonte, Jacob; Wittek, Peter; Pancotti, Nicola Nature, Vol. 549, Issue 7671 https://doi.org/10.1038/nature23474	journal	September 2017
Advances in quantum metrology Giovannetti, Vittorio; Lloyd, Seth; Maccone, Lorenzo Nature Photonics, Vol. 5, Issue 4 https://doi.org/10.1038/nphoton.2011.35	journal	March 2011
Phase imaging with computational specificity (PICS) for measuring dry mass changes in sub-cellular compartments Kandel, Mikhail E.; He, Yuchen R.; Lee, Young Jae Nature Communications, Vol. 11, Issue 1 https://doi.org/10.1038/s41467-020-20062-x	journal	December 2020
Atomic-scale imaging of a 27-nuclear-spin cluster using a quantum sensor Abobeih, M. H.; Randall, J.; Bradley, C. E. Nature, Vol. 576, Issue 7787 https://doi.org/10.1038/s41586-019-1834-7	journal	December 2019
Label-free prediction of three-dimensional fluorescence images from transmitted-light microscopy Ounkomol, Chawin; Seshamani, Sharmishtaa; Maleckar, Mary M. Nature Methods, Vol. 15, Issue 11 https://doi.org/10.1038/s41592-018-0111-2	journal	September 2018
Real applications of quantum imaging Genovese, Marco Journal of Optics, Vol. 18, Issue 7 https://doi.org/10.1088/2040-8978/18/7/073002	journal	June 2016
Generalization in Quantum Machine Learning: A Quantum Information Standpoint Banchi, Leonardo; Pereira, Jason; Pirandola, Stefano PRX Quantum, Vol. 2, Issue 4 https://doi.org/10.1103/PRXQuantum.2.040321	journal	November 2021
Idler-free channel position finding Pereira, Jason L.; Banchi, Leonardo; Zhuang, Quntao Physical Review A, Vol. 103, Issue 4 https://doi.org/10.1103/PhysRevA.103.042614	journal	April 2021
Ultimate limits of thermal pattern recognition Harney, Cillian; Banchi, Leonardo; Pirandola, Stefano Physical Review A, Vol. 103, Issue 5 https://doi.org/10.1103/PhysRevA.103.052406	journal	May 2021
New formalism for two-photon quantum optics. I. Quadrature phases and squeezed states Caves, Carlton M.; Schumaker, Bonny L. Physical Review A, Vol. 31, Issue 5 https://doi.org/10.1103/PhysRevA.31.3068	journal	May 1985
New formalism for two-photon quantum optics. II. Mathematical foundation and compact notation Schumaker, Bonny L.; Caves, Carlton M. Physical Review A, Vol. 31, Issue 5 https://doi.org/10.1103/PhysRevA.31.3093	journal	May 1985
Quantum-Enhanced Barcode Decoding and Pattern Recognition Banchi, Leonardo; Zhuang, Quntao; Pirandola, Stefano Physical Review Applied, Vol. 14, Issue 6 https://doi.org/10.1103/PhysRevApplied.14.064026	journal	December 2020
Analytical Bounds for Nonasymptotic Asymmetric State Discrimination Pereira, Jason L.; Banchi, Leonardo; Pirandola, Stefano Physical Review Applied, Vol. 19, Issue 5 https://doi.org/10.1103/PhysRevApplied.19.054030	journal	May 2023
Advances in quantitative Kerr microscopy Soldatov, I. V.; Schäfer, R. Physical Review B, Vol. 95, Issue 1 https://doi.org/10.1103/PhysRevB.95.014426	journal	January 2017
Quantum Reading of a Classical Digital Memory Pirandola, Stefano Physical Review Letters, Vol. 106, Issue 9 https://doi.org/10.1103/PhysRevLett.106.090504	journal	March 2011
Unsupervised Classification of Quantum Data Sentís, Gael; Monràs, Alex; Muñoz-Tapia, Ramon Physical Review X, Vol. 9, Issue 4 https://doi.org/10.1103/PhysRevX.9.041029	journal	November 2019
Gaussian quantum information Weedbrook, Christian; Pirandola, Stefano; García-Patrón, Raúl Reviews of Modern Physics, Vol. 84, Issue 2 https://doi.org/10.1103/RevModPhys.84.621	journal	May 2012
Least squares quantization in PCM Lloyd, S. IEEE Transactions on Information Theory, Vol. 28, Issue 2 https://doi.org/10.1109/TIT.1982.1056489	journal	March 1982
On a Statistical Estimate for the Entropy of a Sequence of Independent Random Variables Basharin, G. P. Theory of Probability & Its Applications, Vol. 4, Issue 3 https://doi.org/10.1137/1104033	journal	January 1959
Why so many clustering algorithms: a position paper Estivill-Castro, Vladimir ACM SIGKDD Explorations Newsletter, Vol. 4, Issue 1 https://doi.org/10.1145/568574.568575	journal	June 2002

Similar Records

Quantum Computing: Advancing Fundamental Physics

Journal Article · 2020 · Comput.Softw.Big Sci. · OSTI ID:1764148

Spentzouris, Panagiotis

Detection of enhancement in number densities of background galaxies due to magnification by massive galaxy clusters

Journal Article · 2016 · Monthly Notices of the Royal Astronomical Society · OSTI ID:1226333

Chiu, I.; Dietrich, J. P.; Mohr, J.; +22 more

Quantum AI Based Enhanced Detection of Dementia

Journal Article · 2025 · Alzheimer's & Dementia: The Journal of the Alzheimer's Association · OSTI ID:3030662

Bhowmik, Sounak; Perciano, Talita; Thapliyal, Himanshu

Related Subjects

71 CLASSICAL AND QUANTUM MECHANICS
GENERAL PHYSICS
imaging & optical processing
quantum information theory
quantum metrology
quantum sensing

Title: Quantum-Enhanced Cluster Detection in Physical Images

Citation Formats

References (22)

Similar Records

Related Subjects