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

Optimal Foraging00:48

Optimal Foraging

13.7K
How animals obtain and eat their food is called foraging behavior. Foraging can include searching for plants and hunting for prey and depends on the species and environment.
13.7K
Hybrid Zones02:29

Hybrid Zones

21.8K
Hybrid zones are narrow regions where two closely related species interact, mate, and produce hybrids. Relative to either parent species, hybrids may possess distinct phenotypic or genetic differences that impact their survival and reproductive success. The genetic variances introduced by hybridization influence species diversity and speciation processes within the hybrid zone.
21.8K
Binary Fission01:26

Binary Fission

2.5K
Binary fission is the primary mode of asexual reproduction in prokaryotes, such as bacteria. It results in the production of two genetically identical daughter cells. This highly efficient process ensures the rapid propagation of bacterial populations under favorable conditions and involves coordinated cellular and molecular events.DNA Replication and SeparationThe process begins with the replication of the bacterial chromosome. The circular DNA molecule unwinds at a specific origin of...
2.5K
Binary Fission01:20

Binary Fission

63.0K
Fission is the division of a single entity into two or more parts, which regenerate into separate entities that resemble the original. Organisms in the Archaea and Bacteria domains reproduce using binary fission, in which a parent cell splits into two parts that can each grow to the size of the original parent cell. This asexual method of reproduction produces cells that are all genetically identical.
63.0K
Nuclear Fusion02:45

Nuclear Fusion

33.7K
The process of converting very light nuclei into heavier nuclei is also accompanied by the conversion of mass into large amounts of energy, a process called fusion. The principal source of energy in the sun is a net fusion reaction in which four hydrogen nuclei fuse and ultimately produce one helium nucleus and two positrons.
A helium nucleus has a mass that is 0.7% less than that of four hydrogen nuclei; this lost mass is converted into energy during the fusion. This reaction produces about...
33.7K
Sensory Modalities01:15

Sensory Modalities

3.7K
Sensation typically is the process by which the sensory receptors and sense organs detect stimuli from the internal and external environment and transmit this information to the central nervous system for processing.
General senses refer to the broad category of sensory information detected by receptors in the body and can be further grouped into somatic and visceral senses. Somatic sensations include touch, pressure, temperature, and pain and are essential for navigating our environment and...
3.7K

You might also read

Related Articles

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

Sort by
Same author

Adaptive Fuzzy Logic Deep-Learning Equalizer for Mitigating Linear and Nonlinear Distortions in Underwater Visible Light Communication Systems.

Sensors (Basel, Switzerland)·2023
See all related articles

Related Experiment Video

Updated: Jan 22, 2026

Author Spotlight: An Efficient and Robust Software for Automated Fusion of Multiple Preclinical Imaging Modalities
07:13

Author Spotlight: An Efficient and Robust Software for Automated Fusion of Multiple Preclinical Imaging Modalities

Published on: October 27, 2023

1.7K

Multi-modality medical image fusion using hybridization of binary crow search optimization.

Velmurugan Subbiah Parvathy1, Sivakumar Pothiraj2

  • 1Department of Electronics and Communication Engineering, Kalasalingam Academy of Research and Education, Tamil Nadu, India. sp.suthan@gmail.com.

Health Care Management Science
|July 12, 2019
PubMed
Summary

This study introduces an efficient medical image fusion system using discrete wavelet transform and a binary crow search optimization (BCSO) algorithm. The novel approach enhances diagnostic information by effectively combining complementary features from different image modalities.

Keywords:
Approximation coefficientsBinary crow search optimizationDetailed coefficientsDiscrete wavelet transformMedian filterMedical image fusionModality

More Related Videos

Author Spotlight: Exploring Dynamic Neural Changes Associated with Religious Chanting
05:05

Author Spotlight: Exploring Dynamic Neural Changes Associated with Religious Chanting

Published on: May 31, 2024

1.5K
Hybrid µCT-FMT imaging and image analysis
13:45

Hybrid µCT-FMT imaging and image analysis

Published on: June 4, 2015

13.6K

Related Experiment Videos

Last Updated: Jan 22, 2026

Author Spotlight: An Efficient and Robust Software for Automated Fusion of Multiple Preclinical Imaging Modalities
07:13

Author Spotlight: An Efficient and Robust Software for Automated Fusion of Multiple Preclinical Imaging Modalities

Published on: October 27, 2023

1.7K
Author Spotlight: Exploring Dynamic Neural Changes Associated with Religious Chanting
05:05

Author Spotlight: Exploring Dynamic Neural Changes Associated with Religious Chanting

Published on: May 31, 2024

1.5K
Hybrid µCT-FMT imaging and image analysis
13:45

Hybrid µCT-FMT imaging and image analysis

Published on: June 4, 2015

13.6K

Area of Science:

  • Medical Imaging
  • Image Processing
  • Computational Intelligence

Background:

  • Single medical imaging modalities often lack sufficient diagnostic information for clinical applications.
  • Combining complementary information from different imaging modalities is crucial for improved diagnosis.

Purpose of the Study:

  • To propose an efficient medical image fusion system.
  • To enhance diagnostic accuracy by integrating information from multiple image modalities.

Main Methods:

  • A novel medical image fusion system utilizing discrete wavelet transform (DWT) and binary crow search optimization (BCSO).
  • Input images are preprocessed with a median filter to reduce noise.
  • DWT is applied, and coefficients are combined strategically (approximation from one modality, details from another).
  • A novel fusion rule with parameters optimized by BCSO is employed.

Main Results:

  • The proposed method achieved superior performance in medical image fusion.
  • Quantitative evaluation using metrics showed high effectiveness: Entropy (6.63), Structural Similarity Index Measure (SSIM) (0.849), and Fusion Factor (FF) (5.9).

Conclusions:

  • The developed system effectively fuses medical images from different modalities.
  • The integration of DWT and BCSO offers a promising approach for enhancing medical image analysis and diagnostic capabilities.