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Single Particle Tracking

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lightbulbAbout this topic
Single Particle Tracking (SPT) is a microscopy technique used to observe the movement and behavior of individual particles, such as proteins or nanoparticles, in real-time within a biological or physical system. This method provides insights into dynamic processes at the molecular level, enabling the study of diffusion, interactions, and cellular mechanisms.
lightbulbAbout this topic
Single Particle Tracking (SPT) is a microscopy technique used to observe the movement and behavior of individual particles, such as proteins or nanoparticles, in real-time within a biological or physical system. This method provides insights into dynamic processes at the molecular level, enabling the study of diffusion, interactions, and cellular mechanisms.

Key research themes

1. How do real-time feedback algorithms improve spatiotemporal resolution and enable concurrent spectroscopy in single particle tracking?

This theme focuses on innovations in real-time feedback-driven single-particle tracking (RT-FD-SPT) algorithms and system components that achieve high spatiotemporal resolutions while allowing concurrent spectroscopic measurements of freely diffusing particles. The work addresses the trade-offs in feedback control, position estimation, and experimental parameters to realize in vivo single-molecule spectroscopy without tethering or immobilization artifacts.

Key finding: This paper systematically dissects core components of RT-FD-SPT including feedback control strategies (from simple PID to nonlinear control), online and offline particle localization algorithms, and calibration methods. It... Read more
Key finding: Building on previous work, this comprehensive survey emphasizes control theory and parameter estimation aspects often overlooked in feedback-driven SPT. The study highlights the advantages of real-time feedback for enabling... Read more
Key finding: This paper presents an active real-time 3D tracking system (3D-SMART) optimized to lock onto single molecules in solution for durations exceeding seconds, achieving photon-limited temporal resolution without high solution... Read more
Key finding: This review details the motivation, challenges, and recent technological advances in active feedback-based real-time 3D single particle tracking (RT-3D-SPT) methods aiming at untethered single molecule spectroscopy in native... Read more
Key finding: The study introduces the 3D dynamic photon localization tracking (3D-DyPLoT) method employing a dynamically moving laser spot in three dimensions combined with Kalman filtering for position estimation. This approach achieves... Read more

2. How can particle filtering and Bayesian estimation frameworks enhance robustness and accuracy in 2D and 3D single particle and object tracking under complex conditions?

This research theme addresses the application of particle filtering (PF) and related Bayesian methods to improve tracking performance in single particle and object tracking tasks, including multitarget scenarios, visual tracking, and tracking in cluttered or occluded environments. It covers algorithmic advances to overcome challenges such as nonlinear dynamics, non-Gaussian noise, data association, occlusion recovery, and real-time constraints.

Key finding: This review comprehensively analyzes recent developments in particle filter algorithms applied to single- and multi-target tracking, highlighting methods addressing sample degeneracy, computational efficiency, and intractable... Read more
Key finding: The paper proposes a novel correlation particle filter (CPF) that synergistically combines the strengths of correlation filters and particle filters for robust visual tracking under challenging conditions such as occlusions... Read more
Key finding: This work integrates an online multiple instance learning (MIL) algorithm with particle filtering to adaptively model object appearance and background for robust tracking amidst erroneous training samples. The MIL approach... Read more
Key finding: The article introduces a projective particle filter (PPF) which incorporates a linear fractional transformation that projects real-world vehicle trajectories onto the camera plane to improve estimation accuracy. Utilizing... Read more
Key finding: This study develops a box-particle implementation of the Probability Hypothesis Density (PHD) filter for multitarget tracking, explicitly handling stochastic, set-theoretic, and data association uncertainties. By representing... Read more

3. What advancements in 3D imaging modalities and illumination strategies enhance deep and high-resolution single particle tracking in scattering biological tissues?

Research in this area explores novel three-dimensional single particle tracking techniques that overcome limitations of depth penetration, temporal resolution, and signal-to-noise ratio inherent in conventional microscopy. Emphasis is on innovations in nonlinear and multiplexed excitation, dynamic laser spot scanning, and adaptions of two-photon microscopy to improve tracking fidelity deep inside scattering biological samples and multicellular environments.

Key finding: This work reports a two-photon excitation-based 3D single particle tracking method that achieves a z-tracking range of ±50 μm, spatial localization precision as good as 35 nm, and temporal resolutions down to 50 μs under high... Read more
Key finding: (Also cited under theme 1 for its dual relevance) The 3D-DyPLoT method uses fast beam deflectors to dynamically move the excitation spot in three dimensions, collecting photon arrival times for position estimation with Kalman... Read more

All papers in Single Particle Tracking

The shedding of vortices and #ow interference between two circular cylinders in tandem and side-by-side arrangements are investigated numerically in this paper. A Fractional Step Method is used for the simulations and the #ow is assumed... more
Investigation of lipid lateral mobility in biological membranes and their artificial models provides information on membrane dynamics and structure; methods based on optical microscopy are very convenient for such investigations. We focus... more
Beam position monitors are required in all accelerators for the measurement and optimization of the beam parameters. Cavity beam position monitors (CBPM) offer the possibility of measurement of beam centroid positions at the nanometer... more
Research in the ecology of wetlands is quite established. However, research in the hydrology of wetlands is much less developed. In Flanders, Belgium, a research project was initiated to investigate ecohydrological differences in... more
The EEE (Extreme Energy Event) Project will study extensive air showers through the detection of the muon component by means of a network of tracking detectors, installed inside high schools distributed all over Italy. Project's aim is to... more
We present the complete Lagrangian formulation of the Absolute Medium (AM) model. The AM Lagrangian L_AM is a scalar density that encodes the dynamics of two primary fields: the strain tensor ε_ij and the flow velocity u_i. It... more
by M Yoon
A superconducting, combined-function, 5 T, 901, toroidal magnet with a large bore is described in this paper. This magnet is designed to be the last and most difficult part of a compact superconducting magnet-based carbon gantry optics... more
We present a four-pillar isotopic and geometric case that the supernova remnant Vela Jr. (G266.2-1.2, ~300 ly) produced a system-wide thermalized neutron flash within the Young Earth Chronology (YEC) post-Flood window. The primary... more
Daresbury Laboratory is currently building an Energy Recovery Linac Prototype (ERLP) that will serve as a research and development facility for the study of beam dynamics and accelerator technology important to the design and construction... more
Daresbury Laboratory is currently building an Energy Recovery Linac Prototype (ERLP) that will serve as a research and development facility for the study of beam dynamics and accelerator technology important to the design and construction... more
MARYLIE/IMPACT (ML/I) is a hybrid code that combines the beam optics capabilities of MARYLIE with the parallel Particle-In-Cell capabilities of IMPACT. In addition to combining the capabilities of these codes, ML/I has a number of... more
Wide-field microscopy with a double-helix point spread function (DH-PSF) provides three-dimensional (3D) position information beyond the optical diffraction limit. We compare the theoretical localization precision for an unbiased... more
The characteristics of the CR-39 nuclear track detectors have been studied using the techniques of chemical etching and electrochemical etching. While electrochemical etching can be used to enlarge the track-pits for simplifying the... more
A digital longitudinal damper is being developed in SRRC to stabilize the longitudinal coupled-bunch instabilities observed in the TLS storage ring. It is a bunch by bunch feedback system designed for 200 bunches at 2 ns bunch interval.... more
The distribution of the leptocephalus larvae of European (Anguilla anguilla) and American (Anguilla rostrata) eels collected during recent Sargasso Sea surveys was used to model larval drift. The drift trajectories of individual larva... more
In this paper, starting from the basic description of the equation that governs the bunch motion and looking at the advances of the technology, three examples of feedback designs versus technology trend are presented and discussed. In... more
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