A projection-based joint probabilistic data association algorithm

BJ van Wyk, MA van Wyk, G Noel - 2004 IEEE Africon. 7th …, 2004 - ieeexplore.ieee.org
A novel projection-based joint probabilistic data association (PJPDA) algorithm is presented.
The JPDA problem is formulated as a constrained optimization problem and solved using …

Privacy-preserving random projection-based recommendations based on distributed data

C Kaleli, H Polat - International Journal of Information Technology & …, 2013 - World Scientific
… 47 if the data are sparse. Because the data used in recommendation algorithms are generally
… RP-based data reduction is a computationally simple process. Because it includes the …

A projection-based joint probabilistic data association algorithm [multi-target tracking applications]

BJ Van Wyk, MA van Wyk, G Noel - 2004 IEEE Africon. 7th …, 2004 - ieeexplore.ieee.org
A novel projection-based joint probabilistic data association (PJPDA) algorithm is presented.
The JPDA problem is formulated as a constrained optimization problem and solved using …

A projection-based joint probabilistic data association algorithm [multi-target tracking applications]

BJ van Wyk, MA van Wyk, G Noel - 2004 IEEE Africon. 7th Africon Conference in … - infona.pl
… A novel projection-based joint probabilistic data association (PJPDA) algorithm is presented.
The JPDA problem is formulated as a constrained optimization problem and solved using …

Random projection-based multiplicative data perturbation for privacy preserving distributed data mining

K Liu, H Kargupta, J Ryan - … on knowledge and Data …, 2005 - ieeexplore.ieee.org
… This paper studies the random projection-based multiplicative perturbation technique in
the context of computing inner product matrix from distributed privacy sensitive data. Recently, …

Design and Development of Probabilistic Data Association Filters for Complete Object Refinement

S Srinivasan, ND Gangadhar… - … -Technical Journal of …, 2012 - indianjournals.com
… The main entities in the MTT System are the sensors, fusion processor, state estimation
filters, data association algorithms and the user interface needed to show the output and the …

Multitarget geolocation via an agricultural octorotor based on orthographic projection and data association

CA Garcia, Y Xu - … of the Institution of Mechanical Engineers …, 2018 - journals.sagepub.com
… target plants and hover flight, an orthographic projection-based measurement model is
developed. A probabilistic data association method is used to analyze the measurements from …

Density based clustering data association procedure for real–time HFSWRs tracking at OTH distances

N Stojkovic, D Nikolic, S Puzović - IEEE Access, 2020 - ieeexplore.ieee.org
… During the tracking process, data association (DA) is the first … , or more precisely, a Joint
Probability Data Association (JPDA). … of feasible event matrices, eg Projection Based JPDA [29], …

Not only look but infer: Multiple hypothesis clustering of data association inference for semantic SLAM

T Ran, L Yuan, J Zhang, L He… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
… cue-based data association approach. Probabilistic data association for semantic SLAM
has … But the projection based on coarse pose may lead to inconsistent matches. Sui et al. [19] …

Multiple maneuvering extended targets detection by 3D projection and tracklet association

B Yan, E Paolini, N Xu, Z Sun, L Xu - Signal Processing, 2021 - Elsevier
… In the first stage, a 3-dimensional projection based TBD algorithm allows addressing the …
developed to perform extended target detection, data association, and track maintenance at the …