Jove
Visualize
Contact Us
JoVE
x logofacebook logolinkedin logoyoutube logo
ABOUT JoVE
OverviewLeadershipBlogJoVE Help Center
AUTHORS
Publishing ProcessEditorial BoardScope & PoliciesPeer ReviewFAQSubmit
LIBRARIANS
TestimonialsSubscriptionsAccessResourcesLibrary Advisory BoardFAQ
RESEARCH
JoVE JournalMethods CollectionsJoVE Encyclopedia of ExperimentsArchive
EDUCATION
JoVE CoreJoVE BusinessJoVE Science EducationJoVE Lab ManualFaculty Resource CenterFaculty Site
Terms & Conditions of Use
Privacy Policy
Policies

Related Concept Videos

Quantum Numbers02:43

Quantum Numbers

49.3K
It is said that the energy of an electron in an atom is quantized; that is, it can be equal only to certain specific values and can jump from one energy level to another but not transition smoothly or stay between these levels.
49.3K

You might also read

Related Articles

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

Sort by
Same author

Annotated universal dependencies dataset for literary and educational Uzbek texts.

Data in brief·2026
Same author

Driven early detection of chronic kidney cancer disease based on machine learning technique.

PloS one·2025
Same author

Optimizing makespan and resource utilization in cloud computing environment via evolutionary scheduling approach.

PloS one·2024
Same author

Differences that matter: inquiry-based learning approach to research writing instruction.

Scientific reports·2024
Same author

Sine cosine optimization algorithm combined with balloon effect for adaptive position control of a cart forced by an armature-controlled DC motor.

PloS one·2024
Same author

Studying Dynamical Characteristics of Oxygen Saturation Variability Signals Using Haar Wavelet.

Healthcare (Basel, Switzerland)·2023
Same journal

Characterization of genomic diversity in bacteriophages infecting Rhodococcus.

PloS one·2026
Same journal

Effectiveness of the Responding to Experienced and Anticipated Discrimination (READ) training on reducing stigma for medical students in Tunisia.

PloS one·2026
Same journal

Cell-cell junction gene signatures as subtype-specific prognostic biomarkers in breast cancer.

PloS one·2026
Same journal

GC-MS based tentative identification of γ-sitosterol from Brassica nigra seeds and evaluation of its anticancer potential: An integrated in vitro and in silico study.

PloS one·2026
Same journal

Ad-based social media interventions increase belief accuracy and generate pro-social opinions among non-news readers.

PloS one·2026
Same journal

Negotiating knowledge: The role of network hedging in the production of high-impact science.

PloS one·2026
See all related articles

Related Experiment Video

Updated: Jan 17, 2026

Author Spotlight: Unveiling the Potential of VSFG Microscopy in Studying Mesoscopically Heterogeneous Self-Assembled Structures
08:49

Author Spotlight: Unveiling the Potential of VSFG Microscopy in Studying Mesoscopically Heterogeneous Self-Assembled Structures

Published on: December 1, 2023

2.0K

Elevating image segmentation with multilevel two-dimensional quantum representation.

Adel A Bahaddad1, Sayed Abdel-Khalek2, Salem Alkhalaf3

  • 1Faculty of Computing and IT, King Abdul-Aziz University, Jeddah, Saudi Arabia.

Plos One
|September 18, 2025
PubMed
Summary
This summary is machine-generated.

This study introduces a novel quantum image segmentation method using a 2D quantum representation and quantum Rényi entropy. The approach enhances image contrast and optimizes thresholds with evolutionary algorithms, outperforming classical methods.

More Related Videos

Application of Deep Learning-Based Medical Image Segmentation via Orbital Computed Tomography
04:48

Application of Deep Learning-Based Medical Image Segmentation via Orbital Computed Tomography

Published on: November 30, 2022

3.3K
Simultaneous Multicolor Imaging of Biological Structures with Fluorescence Photoactivation Localization Microscopy
12:51

Simultaneous Multicolor Imaging of Biological Structures with Fluorescence Photoactivation Localization Microscopy

Published on: December 9, 2013

9.3K

Related Experiment Videos

Last Updated: Jan 17, 2026

Author Spotlight: Unveiling the Potential of VSFG Microscopy in Studying Mesoscopically Heterogeneous Self-Assembled Structures
08:49

Author Spotlight: Unveiling the Potential of VSFG Microscopy in Studying Mesoscopically Heterogeneous Self-Assembled Structures

Published on: December 1, 2023

2.0K
Application of Deep Learning-Based Medical Image Segmentation via Orbital Computed Tomography
04:48

Application of Deep Learning-Based Medical Image Segmentation via Orbital Computed Tomography

Published on: November 30, 2022

3.3K
Simultaneous Multicolor Imaging of Biological Structures with Fluorescence Photoactivation Localization Microscopy
12:51

Simultaneous Multicolor Imaging of Biological Structures with Fluorescence Photoactivation Localization Microscopy

Published on: December 9, 2013

9.3K

Area of Science:

  • Image analysis and processing
  • Quantum computing
  • Information theory

Background:

  • Accurate image segmentation is crucial but challenging.
  • Traditional methods lack sophistication for complex image data.
  • Advancements in quantum computing offer new possibilities for image processing.

Purpose of the Study:

  • To develop a novel multilevel image segmentation method.
  • To utilize a two-dimensional quantum image representation for enhanced thresholding.
  • To improve segmentation quality through contrast enhancement and optimized threshold selection.

Main Methods:

  • Representing the 2D image histogram as a quantum system.
  • Quantifying image information using quantum Rényi entropy.
  • Applying a contrast enhancement algorithm prior to segmentation.
  • Optimizing the entropy-based fitness function with Differential Evolution (DE) and Particle Swarm Optimization (PSO).

Main Results:

  • The proposed quantum segmentation method demonstrates superior performance.
  • Particle Swarm Optimization (PSO) proved to be an effective optimizer.
  • The two-dimensional quantum image representation showed significant advantages.
  • Comparative analysis confirmed the quantum approach's effectiveness on benchmark images using nine metrics.

Conclusions:

  • The novel quantum image segmentation technique offers a more sophisticated and efficient approach.
  • The 2D quantum image representation is superior to classical methods.
  • Quantum computing principles can significantly advance image analysis and processing capabilities.