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 Experiment Videos

Scaling-index method as an image processing tool in scanning-probe microscopy.

F Jamitzky1, R W Stark, W Bunk

  • 1Institut für Kristallographie und Angewandte Mineralogie, Universität München, Germany. f.jamitzky@mpe-garching.mpg.de

Ultramicroscopy
|February 24, 2001
PubMed
Summary
This summary is machine-generated.

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

Studying turbulence in a fluid with background damping.

Physical review. E·2023
Same author

Heartbeat instability as auto-oscillation between dim and bright void regimes.

Physical review. E·2021
Same author

Calibrated reservoir computers.

Chaos (Woodbury, N.Y.)·2020
Same author

Scale-free crystallization of two-dimensional complex plasmas: Domain analysis using Minkowski tensors.

Physical review. E·2018
Same author

Flame propagation in two-dimensional solids: Particle-resolved studies with complex plasmas.

Physical review. E·2018
Same author

Instability onset and scaling laws of an auto-oscillating turbulent flow in a complex plasma.

Physical review. E·2017
Same journal

Predictive drift compensation of multi-frame STEM via live scan modification.

Ultramicroscopy·2026
Same journal

Deep PACBED: Multitask analysis of PACBED images using deep neural networks.

Ultramicroscopy·2026
Same journal

Guided progressive reconstructive imaging: A new quantization-based framework for low-dose, high-throughput and real-time analytical ptychography.

Ultramicroscopy·2026
Same journal

Brightness optimization in a 200 keV DTEM source by geometry-driven aberration suppression.

Ultramicroscopy·2026
Same journal

Characterization of the Timepix4 hybrid pixel detector and its impact on four-dimensional scanning transmission electron microscopy (4D-STEM).

Ultramicroscopy·2026
Same journal

Contamination analysis of the residual gas composition in transmission electron microscopy.

Ultramicroscopy·2026
See all related articles

The novel scaling-index method (SIM) offers a new way to analyze images from atomic-force microscopy (AFM). This complex systems approach creates a unique image fingerprint for better classification and interpretation, especially in biomedical diagnostics.

Area of Science:

  • Image Processing
  • Complex Systems Theory
  • Microscopy

Background:

  • Scanning-probe microscopy generates complex datasets.
  • Biomedical diagnostics require reliable image analysis, particularly for genetic material.
  • Conventional light microscopy and atomic-force microscopy (AFM) produce different image characteristics.

Purpose of the Study:

  • To introduce and evaluate the scaling-index method (SIM) for image processing in scanning-probe microscopy.
  • To assess the utility of SIM for analyzing atomic-force microscopy (AFM) images.
  • To compare AFM images with conventional light microscopy images using SIM for biomedical applications.

Main Methods:

  • The scaling-index method (SIM), derived from complex systems theory, was applied to image datasets.

Related Experiment Videos

  • Digital atomic-force microscopy (AFM) images of GTG-banded human metaphase chromosomes were analyzed.
  • SIM analysis was performed on AFM images and compared with conventional light microscopy images.

    • Main Results:

    • The scaling-index method (SIM) successfully extracts structural information from arbitrary datasets.
    • While grey-level distributions differed significantly between AFM and light microscopy images, the resulting scaling-index images showed remarkable similarity.
    • SIM generates a unique 'fingerprint' for image classification and interpretation.

    Conclusions:

    • The scaling-index method (SIM) provides a robust tool for analyzing complex image data from atomic-force microscopy (AFM).
    • SIM enables effective comparison and interpretation of microscopic images, even when raw data distributions vary.
    • This method holds significant potential for biomedical diagnostics, particularly in the analysis of genetic material and chromosome imaging.