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

Parallel Resonance01:23

Parallel Resonance

529
The parallel RLC circuit is an arrangement where the resistor (R), inductor (L), and capacitor (C) are all connected to the same nodes and, as a result, share the same voltage across them. The parallel RLC circuit is analyzed in terms of admittance (Y), which reflects the ease with which current can flow. The admittance is given by:
529
Parallel Processing01:20

Parallel Processing

643
The brain processes sensory information rapidly due to parallel processing, which involves sending data across multiple neural pathways at the same time. This method allows the brain to manage various sensory qualities, such as shapes, colors, movements, and locations, all concurrently. For instance, when observing a forest landscape, the brain simultaneously processes the movement of leaves, the shapes of trees, the depth between them, and the various shades of green. This enables a quick and...
643
Resistors In Parallel01:23

Resistors In Parallel

5.8K
Resistors are in parallel when one end of all the resistors are connected to a continuous wire of negligible resistance and the other end of all the resistors are also connected to one another through a continuous wire of negligible resistance. In the case of a parallel configuration, the potential drop across each resistor is the same. Current through each resistor can be found using Ohm’s law, I = V/R, where the voltage is constant across each resistor. The sum of the individual currents...
5.8K
Subatomic Particles03:37

Subatomic Particles

112.3K
Dalton was only partially correct about the particles that make up matter. All matter is composed of atoms, and atoms are composed of three smaller subatomic particles: protons, neutrons, and electrons. These three particles account for the mass and the charge of an atom.
112.3K
Series and Parallel Capacitors01:14

Series and Parallel Capacitors

9.0K
Capacitors, fundamental components in electronic circuits, can be connected in series and/or parallel configurations. Each configuration has different impacts on the overall behavior of the circuit.
First, consider capacitors connected in series to a battery. In this configuration, the plate connected to the battery's positive terminal develops a positive charge, while the plate attached to the negative terminal becomes negatively charged. An equal magnitude of charge is induced on the...
9.0K
Parallel-axis Theorem01:06

Parallel-axis Theorem

8.2K
The parallel-axis theorem provides a convenient and quick method of finding the moment of inertia of an object about an axis parallel to the axis passing through its center of mass. Consider a thin rod as an example. There is a striking similarity between the process of finding the moment of inertia of a thin rod about an axis through its middle, where the center of mass lies, and about an axis through its end using the conventional method. In the conventional method, the concept of linear mass...
8.2K

You might also read

Related Articles

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

Sort by
Same author

Cortical and white matter myelination proceed in concert during early infancy.

Nature communications·2026
Same author

Early career innovators shaping the future of bioengineering and translational medicine.

Bioengineering & translational medicine·2026
Same author

Quality assessment and control of unprocessed anatomical, functional and diffusion MRI of the human brain using MRIQC.

Nature protocols·2026
Same author

Highly replicable multisite patterns of adolescent white matter maturation.

bioRxiv : the preprint server for biology·2026
Same author

Nicotinamide-Loaded Peptoid Nanotubes for Energy Regeneration in Acute Brain Injury.

ACS nano·2026
Same author

Microstructural Alterations of the Cerebellum-Ventral Tegmental Area Pathways in First-Episode Psychosis.

Biological psychiatry. Cognitive neuroscience and neuroimaging·2026
Same journal

ggpedigree: Visualizing Pedigrees with 'ggplot2' and 'plotly'.

Journal of open source software·2026
Same journal

ACHR.cu: GPU-accelerated sampling of metabolic networks.

Journal of open source software·2026
Same journal

svZeroDSolver: A modular package for lumped-parameter cardiovascular simulations.

Journal of open source software·2026
Same journal

baysc: An R package for Bayesian survey clustering.

Journal of open source software·2026
Same journal

FastPCA: An R package for fast singular value decomposition.

Journal of open source software·2026
Same journal

Napari-3D-Counter: A manual cell counter for napari.

Journal of open source software·2026
See all related articles

Related Experiment Video

Updated: Jan 20, 2026

A Protocol for Real-time 3D Single Particle Tracking
10:16

A Protocol for Real-time 3D Single Particle Tracking

Published on: January 3, 2018

15.3K

diff_classifier: Parallelization of multi-particle tracking video analyses.

Chad Curtis1, Ariel Rokem2, Elizabeth Nance1

  • 1Department of Chemical Engineering, University of Washington.

Journal of Open Source Software
|August 22, 2019
PubMed
Summary
This summary is machine-generated.

The diff_classifier package enhances multi-particle tracking (MPT) analysis by using parallelization to overcome scale-up challenges. This approach improves the efficiency of analyzing spatial and velocity data from video datasets for various scientific applications.

More Related Videos

Loneliness Assuaged: Eye-Tracking an Audience Watching Barrage Videos
06:45

Loneliness Assuaged: Eye-Tracking an Audience Watching Barrage Videos

Published on: May 29, 2020

4.6K
In Situ Mapping of the Mechanical Properties of Biofilms by Particle-tracking Microrheology
12:58

In Situ Mapping of the Mechanical Properties of Biofilms by Particle-tracking Microrheology

Published on: December 4, 2015

10.2K

Related Experiment Videos

Last Updated: Jan 20, 2026

A Protocol for Real-time 3D Single Particle Tracking
10:16

A Protocol for Real-time 3D Single Particle Tracking

Published on: January 3, 2018

15.3K
Loneliness Assuaged: Eye-Tracking an Audience Watching Barrage Videos
06:45

Loneliness Assuaged: Eye-Tracking an Audience Watching Barrage Videos

Published on: May 29, 2020

4.6K
In Situ Mapping of the Mechanical Properties of Biofilms by Particle-tracking Microrheology
12:58

In Situ Mapping of the Mechanical Properties of Biofilms by Particle-tracking Microrheology

Published on: December 4, 2015

10.2K

Area of Science:

  • Computational Biology
  • Fluid Dynamics
  • Materials Science

Background:

  • Multi-particle tracking (MPT) is crucial for analyzing dynamic systems in diverse scientific fields.
  • Current MPT methods face challenges with scalability for large datasets.
  • MPT enables the collection of spatial and velocity data from video of moving objects.

Purpose of the Study:

  • To introduce the diff_classifier package for efficient multi-particle tracking analysis.
  • To address the scale-up limitations of traditional MPT methods through parallelization.

Main Methods:

  • Developed the diff_classifier package utilizing a parallelization approach.
  • Applied MPT techniques to analyze spatial and velocity information from video data.

Main Results:

  • The diff_classifier package demonstrates improved efficiency in MPT analyses.
  • Parallelization effectively addresses scale-up issues in MPT.

Conclusions:

  • The diff_classifier package offers a scalable solution for multi-particle tracking.
  • This advancement facilitates broader application of MPT in scientific research.