Particle mobility analysis using deep learning and the moment scaling spectrum. Sci. Rep. 9, 17160 (2019). Article ADS Google Scholar Firbas, N., Garibo-i-Orts, Ò., Garcia-March, M. Á. & Conejero, J. A. Characterization of anomalous diffusion through convolutional transformers. J. ...
Single-particle tracking (SPT) is a powerful method for analysing these behaviours directly and in live cells. However, SPT is confounded by multiple sources of experimental noise and biases. Interpreting tracks in terms of quantitative models thus remains a challenging task. We start this Primer ...
The translational and rotational dynamics of anisotropic optical nanoprobes revealed in single particle tracking (SPT) experiments offer molecular-level information about cellular activities. Here, we report an automated high-speed multidimensional SPT system integrated with a deep learning algorithm for track...
interrupted. Some in vitro studies have suggested that the intersections of the microtubules are likely to interfere with cargo transport and form tethering points for cargo45. Single-particle tracking combined with confocal microscopy or STORM microscopy has also been employed to investigate vesicle beha...
interrupted. Some in vitro studies have suggested that the intersections of the microtubules are likely to interfere with cargo transport and form tethering points for cargo45. Single-particle tracking combined with confocal microscopy or STORM microscopy has also been employed to investigate vesicle ...
SMILEtrack: SiMIlarity LEarning for Occlusion-Aware Multiple Object TrackingWang Yu Hsiang; Jun-Wei Hsieh; Ping-Yang Chen; Ming-Ching Chang; Hung Hin So; Xin Li UCMCTrack: Multi-Object Tracking with Uniform Camera Motion CompensationKefu Yi; Kai Luo; Xiaolei Luo; Jiangui Huang; Hao Wu; Rong...
"WebUAV-3M: A Benchmark for Unveiling the Power of Million-Scale Deep UAV Tracking." TPAMI (2023). [paper] [project] All in One: Chunhui Zhang, Xin Sun, Li Liu, Yiqian Yang, Qiong Liu, Xi Zhou, Yanfeng Wang. "All in One: Exploring Unified Vision-Language Tracking with Multi-Modal...
It is conceivable that a similar approach may yield, in the near future, correlative cryoEM single particle reconstruction and SiMPull analysis of protein complexes isolated from human patient tissues. SMT Single-molecule tracking (SMT) probes the motion of single molecules in live cells. From SMT...
Fig. 1: Deep learning-driven adaptive optics for single-molecule localization microscopy. Upon the acquisition of camera frames, detected single-molecule emission patterns from stochastic lateral and axial positions are isolated and sent to a trained DNN. The network outputs a vector of mirror deforma...
The soTILT3D platform can be easily extended to live-cell imaging and single-particle tracking (SPT). The biocompatibility of the insert and PDMS together with the gas permeability of PDMS makes the microfluidic channels suitable for live-cell studies. In fact, the cells in this study were cul...