Search research articles

ABOUT JoVE

Overview Leadership Blog JoVE Help Center

AUTHORS

Publishing Process Editorial Board Scope & Policies Peer Review FAQ Submit

LIBRARIANS

Testimonials Subscriptions Access Resources Library Advisory Board FAQ

RESEARCH

JoVE Journal Methods Collections JoVE Encyclopedia of Experiments Archive

EDUCATION

JoVE Core JoVE Business JoVE Science Education JoVE Lab Manual Faculty Resource Center Faculty Site

Terms & Conditions of Use

Related Concept Videos

You might also read

Related Articles

Articles linked to this work by shared authors, journal, and citation graph.

Sort by

Same author

Botulinum Toxin (Dysport) to Prevent Radiation-Induced Dysfunction of Salivary Glands in Head and Neck Cancer.

Cancer reports (Hoboken, N.J.)·2026

Same author

Tobacco control policies on cancer prevention in the Eastern Mediterranean Region, 2025-2050: A modeling study.

PLoS medicine·2026

Same author

The Effects of Adherence to the FIFA 11+ Program on Injury Risk in Soccer Players: A Systematic Review and Meta-analysis.

The American journal of sports medicine·2026

Same author

Compact and programmable large-scale optical processor in free space.

Light, science & applications·2026

Same author

Laryngectomy-Sparing Radio Frequency Ablation for Laryngeal Metastasis in Recurrent Papillary Thyroid Carcinoma: A Case Report.

Case reports in endocrinology·2026

Same author

Quantitative phase gradient microscopy with spatially entangled photons.

Nature communications·2026

Same journal

Turbulent flow in a vortex separator with a directed pipe inlet.

Scientific reports·2026

Same journal

Systematic characteristic evaluation of clay-based cementitious material derived from calcium carbide residue and waste tile powder.

Scientific reports·2026

Same journal

Retraction Note: Improvement of a rapid diagnostic application of monoclonal antibodies against avian influenza H7 subtype virus using Europium nanoparticles.

Scientific reports·2026

Same journal

Applying large language models to spam detection in the Kazakh low-resource language setting.

Scientific reports·2026

Same journal

An open-source 3D printing system enabling in-situ freeze-thaw processing of hydrogels.

Scientific reports·2026

Same journal

An enhanced EfficientNet framework for automated waste classification using cosine annealing and label smoothing.

Scientific reports·2026

See all related articles

Search research articles

Related Experiment Video

Updated: Aug 10, 2025

High-resolution, High-speed, Three-dimensional Video Imaging with Digital Fringe Projection Techniques

High-resolution, High-speed, Three-dimensional Video Imaging with Digital Fringe Projection Techniques

Published on: December 3, 2013

Quantum face recognition protocol with ghost imaging.

Vahid Salari^1,2, Dilip Paneru³, Erhan Saglamyurek^1,4

¹Department of Physics and Astronomy, Institute for Quantum Science and Technology, University of Calgary, Calgary, AB, T2N 1N4, Canada.

Scientific Reports

|February 10, 2023

Summary

This summary is machine-generated.

This study introduces a quantum machine learning algorithm for enhanced face recognition. By leveraging quantum imaging and pattern recognition, it promises faster, more accurate identification with broader applications.

More Related Videos

Quantum State Engineering of Light with Continuous-wave Optical Parametric Oscillators

Quantum State Engineering of Light with Continuous-wave Optical Parametric Oscillators

Published on: May 30, 2014

Gradient Echo Quantum Memory in Warm Atomic Vapor

Gradient Echo Quantum Memory in Warm Atomic Vapor

Published on: November 11, 2013

Related Experiment Videos

Last Updated: Aug 10, 2025

High-resolution, High-speed, Three-dimensional Video Imaging with Digital Fringe Projection Techniques

High-resolution, High-speed, Three-dimensional Video Imaging with Digital Fringe Projection Techniques

Published on: December 3, 2013

Quantum State Engineering of Light with Continuous-wave Optical Parametric Oscillators

Quantum State Engineering of Light with Continuous-wave Optical Parametric Oscillators

Published on: May 30, 2014

Gradient Echo Quantum Memory in Warm Atomic Vapor

Gradient Echo Quantum Memory in Warm Atomic Vapor

Published on: November 11, 2013

Area of Science:

Quantum Computing
Machine Learning
Image Recognition

Background:

Classical pattern recognition, particularly for face recognition, demands substantial computational power, especially with high-resolution images.
Quantum algorithms offer potential improvements in computational task efficiency and speed.

Purpose of the Study:

To propose a novel quantum machine learning algorithm for pattern recognition, specifically for face recognition.
To enhance image acquisition and identification systems using quantum techniques.

Main Methods:

Development of a quantum machine learning algorithm based on quantum principal component analysis and quantum independent component analysis.
Introduction of a quantum algorithm for face dissimilarity detection using matrix trace and determinant calculations.
Integration of quantum imaging techniques (e.g., ghost imaging) for improved input image quality.

Main Results:

The proposed quantum pattern recognition algorithm achieves a complexity of O(log N), where N is the image dimension.
Quantum imaging inputs provide superior signal-to-noise ratio, reduced exposure, and higher resolution.
The fully quantum system enhances image acquisition and identification processes.

Conclusions:

A fully quantum system combining quantum algorithms and quantum inputs significantly improves pattern recognition, especially for face recognition.
Potential applications extend to medical imaging and biological identification, offering advanced diagnostic and analytical capabilities.