Results 11 to 20 of about 113,972 (314)
Correlation Particle Filter for Visual Tracking
IEEE Transactions on Image Processing, 2018 In this paper, we propose a novel correlation particle filter (CPF) for robust visual tracking. Instead of a simple combination of a correlation filter and a particle filter, we exploit and complement the strength of each one. Compared with existing tracking methods based on correlation filters and particle filters, the proposed tracker has four major ...
Tianzhu Zhang, Si Liu, Changsheng Xu
exaly +3 more sources
Long axial range 3D single-particle tracking using birefringent substrates [PDF]
Nature Communications3D single-particle tracking is a critical imaging technique for visualizing molecular motion in complex environments, including biological cells.
Shuho Nozue +3 more
doaj +2 more sources
Micro-Scale Particle Tracking: From Conventional to Data-Driven Methods [PDF]
MicromachinesMicro-scale positioning techniques have become essential in numerous engineering systems. In the field of fluid mechanics, particle tracking velocimetry (PTV) stands out as a key method for tracking individual particles and reconstructing flow fields ...
Haoyu Wang +2 more
doaj +2 more sources
3D Turning Target Tracking Method Based on Particle Filter [PDF]
Hangkong bingqi, 2022 In order to improve the tracking accuracy of turning targets, a 3D turning target tracking method based on particle filter is proposed. Aiming at the HGB maneuvering target in 3D space, this article first proposes a 3D turning motion model and ...
Feng Yaqiang, Song Long, Zhang Gongping
doaj +1 more source
SerialTrack: ScalE and rotation invariant augmented Lagrangian particle tracking
SoftwareX, 2022 We present a new particle tracking algorithm for accurately resolving large deformation and rotational motion fields, which takes advantage of both local and global particle tracking algorithms.
Jin Yang +9 more
doaj +1 more source
Particle Filter Based on Harris Hawks Optimization Algorithm for Underwater Visual Tracking
Journal of Marine Science and Engineering, 2023 Due to the complexity of the underwater environment, tracking underwater targets via traditional particle filters is a challenging task. To resolve the problem that the tracking accuracy of a traditional particle filter is low due to the sample ...
Junyi Yang, Yutong Yao, Donghe Yang
doaj +1 more source
IEEE Access, 2022 Flashover at gas/insulator interface acts as a vital challenge to the safe and stable operation of gas-insulated system especially when involved with surface metallic particle.
Xiaolong Li, Chen Cao, Xin Lin
doaj +1 more source
ML Track Fitting in Nuclear Physics [PDF]
EPJ Web of Conferences, 2020 Charged particle tracking represents the largest consumer of CPU resources in high data volume Nuclear Physics (NP) experiments. An effort is underway to develop machine learning (ML) networks that will reduce the resources required for charged particle ...
Britton Thomas +2 more
doaj +1 more source
A Genetic Optimization Resampling Based Particle Filtering Algorithm for Indoor Target Tracking
Remote Sensing, 2021 In indoor target tracking based on wireless sensor networks, the particle filtering algorithm has been widely used because of its outstanding performance in coping with highly non-linear problems.
Ning Zhou +3 more
doaj +1 more source
Covariance distributions in single particle tracking [PDF]
Physical Review E, 2021 Main text 19 pages, 22 figures (28 pages total)
Mary Lou P. Bailey +5 more
openaire +3 more sources