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

You might also read

Related Articles

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

Sort by
Same author

Selective capture of palladium from acid wastewater by thiazole-modified activated carbon: Performance and mechanism.

Environmental research·2023
Same author

The transalveolar approach with the small segmentation method for inclined maxillary sinus floor elevation: A retrospective study.

Clinical implant dentistry and related research·2023
Same author

An Overview of the Mechanisms Involved in Neuralgia.

Journal of inflammation research·2023
Same author

Tuning electronic structure of the carbon skeleton to accelerate electron transfer for promoting the capture of gold.

Environment international·2023
Same author

Engineered <i>Escherichia coli</i> Consortia Function in a Programmable Pattern for Multiple Enzymatic Biosynthesis.

ACS applied materials & interfaces·2023
Same author

Microbiota-Gut-Brain Axis Dysregulation in Alzheimer's Disease: Multi-Pathway Effects and Therapeutic Potential.

Aging and disease·2023
Same journal

Multiphysics Investigation on Thermal Characteristics of Internal Bio-Inspired V-Ribbed Cooling Channels for Outer Rotor PMSM.

Biomimetics (Basel, Switzerland)·2026
Same journal

Smart Logistics Model for Supply Chain Management via Brain-Inspired Geometric Deep Networks.

Biomimetics (Basel, Switzerland)·2026
Same journal

A Systematic Taxonomy of the Sunflower Optimization Algorithm: Variants, Hybridization Strategies, Applications, and Research Directions.

Biomimetics (Basel, Switzerland)·2026
Same journal

Toward a Compositional Theory of Trust in Embodied Intelligence: A QNLP Framework for Modeling Context, Interaction, and Trustworthiness.

Biomimetics (Basel, Switzerland)·2026
Same journal

Empirical Logic for Bio-Inspired Soft Computing: Illustrative Applications in Control Engineering and Cluster Analysis.

Biomimetics (Basel, Switzerland)·2026
Same journal

A Modified Multi-Strategy Dhole Optimization Algorithm and Its Engineering Applications.

Biomimetics (Basel, Switzerland)·2026
See all related articles

Related Experiment Video

Updated: Sep 18, 2025

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

3.0K

An Improved Northern Goshawk Optimization Algorithm for Mural Image Segmentation.

Jianfeng Wang1, Zuowen Bao2, Hao Dong3

  • 1College of Design, Hanyang University, Ansan 15588, Republic of Korea.

Biomimetics (Basel, Switzerland)
|June 25, 2025
PubMed
Summary
This summary is machine-generated.

This study introduces OPBNGO, an enhanced optimization algorithm for mural image segmentation. It significantly improves segmentation quality for mural protection and restoration, achieving high success rates in experiments.

Keywords:
Bernstein-weighted learning strategymural image segmentationnorthern goshawk optimizationoff-center learning strategypartitioned learning strategy

More Related Videos

Evaporation-reducing Culture Condition Increases the Reproducibility of Multicellular Spheroid Formation in Microtiter Plates
11:24

Evaporation-reducing Culture Condition Increases the Reproducibility of Multicellular Spheroid Formation in Microtiter Plates

Published on: March 7, 2017

7.1K
Swin-PSAxialNet: An Efficient Multi-Organ Segmentation Technique
04:48

Swin-PSAxialNet: An Efficient Multi-Organ Segmentation Technique

Published on: July 5, 2024

530

Related Experiment Videos

Last Updated: Sep 18, 2025

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

3.0K
Evaporation-reducing Culture Condition Increases the Reproducibility of Multicellular Spheroid Formation in Microtiter Plates
11:24

Evaporation-reducing Culture Condition Increases the Reproducibility of Multicellular Spheroid Formation in Microtiter Plates

Published on: March 7, 2017

7.1K
Swin-PSAxialNet: An Efficient Multi-Organ Segmentation Technique
04:48

Swin-PSAxialNet: An Efficient Multi-Organ Segmentation Technique

Published on: July 5, 2024

530

Area of Science:

  • Computer Vision
  • Artificial Intelligence
  • Optimization Algorithms

Background:

  • Image segmentation is crucial for mural protection and restoration.
  • Existing optimization-based methods often yield suboptimal segmentation quality.

Purpose of the Study:

  • To propose an improved mural image segmentation algorithm.
  • To enhance segmentation quality for detailed mural restoration.

Main Methods:

  • Developed OPBNGO by integrating Northern Goshawk Optimization (NGO) with off-center, partitioned, and Bernstein-weighted learning strategies.
  • Off-center learning enhances global search; partitioned learning balances exploration/exploitation; Bernstein-weighted learning improves development performance.

Main Results:

  • OPBNGO achieved over 96.87% success rate in fitness function value on eight mural images.
  • Demonstrated high performance with over 93.75% success rate in FSIM, SSIM, and PSNR metrics.

Conclusions:

  • OPBNGO is a promising algorithm for mural image segmentation.
  • The integrated strategies effectively improve segmentation quality for mural restoration applications.