A review of progress in single particle tracking: from methods to biophysical insights
C Manzo, MF Garcia-Parajo - Reports on progress in physics, 2015 - iopscience.iop.org
Optical microscopy has for centuries been a key tool to study living cells with minimum
invasiveness. The advent of single molecule techniques over the past two decades has …
invasiveness. The advent of single molecule techniques over the past two decades has …
Imaging, tracking and computational analyses of virus entry and egress with the cytoskeleton
Viruses have a dual nature: particles are “passive substances” lacking chemical energy
transformation, whereas infected cells are “active substances” turning-over energy. How …
transformation, whereas infected cells are “active substances” turning-over energy. How …
Message passing algorithms for scalable multitarget tracking
Situation-aware technologies enabled by multitarget tracking will lead to new services and
applications in fields such as autonomous driving, indoor localization, robotic networks, and …
applications in fields such as autonomous driving, indoor localization, robotic networks, and …
[HTML][HTML] Objective comparison of particle tracking methods
Particle tracking is of key importance for quantitative analysis of intracellular dynamic
processes from time-lapse microscopy image data. Because manually detecting and …
processes from time-lapse microscopy image data. Because manually detecting and …
Geometric deep learning reveals the spatiotemporal features of microscopic motion
The characterization of dynamical processes in living systems provides important clues for
their mechanistic interpretation and link to biological functions. Owing to recent advances in …
their mechanistic interpretation and link to biological functions. Owing to recent advances in …
Fast laboratory-based micro-computed tomography for pore-scale research: Illustrative experiments and perspectives on the future
Over the past decade, the wide-spread implementation of laboratory-based X-ray micro-
computed tomography (micro-CT) scanners has revolutionized both the experimental and …
computed tomography (micro-CT) scanners has revolutionized both the experimental and …
[PDF][PDF] 粒子滤波理论, 方法及其在多目标跟踪中的应用
李天成， 范红旗， 孙树栋 - 自动化学报, 2015 - researchgate.net
摘要本文梳理了粒子滤波理论基本内容, 发展脉络和最新研究进展, 特别是对其在多目标跟踪
应用中的一系列难点问题与主流解决思路进行了详细分析和报道. 常规粒子滤波研究重点主要 …
应用中的一系列难点问题与主流解决思路进行了详细分析和报道. 常规粒子滤波研究重点主要 …
Forty years of multiple hypothesis tracking-a review of key developments
CY Chong, S Mori, DB Reid - 2018 21st International …, 2018 - ieeexplore.ieee.org
Multiple hypothesis tracking addresses difficult multiple target tracking problems by making
association decisions using multiple scans or frames of data. This paper reviews forty years …
association decisions using multiple scans or frames of data. This paper reviews forty years …
Multiple-hypothesis tracking for targets producing multiple measurements
SP Coraluppi, CA Carthel - IEEE Transactions on Aerospace …, 2018 - ieeexplore.ieee.org
This paper extends the multiple-hypothesis tracking (MHT) recursion to allow for multiple
detections per target, per scan of data. We show that the generalized recursion admits the …
detections per target, per scan of data. We show that the generalized recursion admits the …
A recurrent neural network for particle tracking in microscopy images using future information, track hypotheses, and multiple detections
R Spilger, A Imle, JY Lee, B Mueller… - … on Image Processing, 2020 - ieeexplore.ieee.org
Automatic tracking of particles in time-lapse fluorescence microscopy images is essential for
quantifying the dynamic behavior of subcellular structures and virus structures. We introduce …
quantifying the dynamic behavior of subcellular structures and virus structures. We introduce …