44 citations · 153 across the 10 of their papers we have counts for
4 papers · 1 filter
Property Estimation in Geotechnical Databases Using Labeled Random Finite Sets
Changbeom Shim, Youngho Kim, Craig Butterworth
The sufficiency of accurate data is a core element in data-centric geotechnics. However, geotechnical datasets are essentially uncertain, whereupon engineers have difficulty with o…
An Overview of Multi-Object Estimation via Labeled Random Finite Set
Ba-Ngu Vo, Ba-Tuong Vo, Tran Thien Dat Nguyen +1
This article presents the Labeled Random Finite Set (LRFS) framework for multi-object systems-systems in which the number of objects and their states are unknown and vary randomly…
Visual Multi-Object Tracking with Re-Identification and Occlusion Handling using Labeled Random Finite Sets
Linh Van Ma, Tran Thien Dat Nguyen, Changbeom Shim +3
This paper proposes an online visual multi-object tracking (MOT) algorithm that resolves object appearance-reappearance and occlusion. Our solution is based on the labeled random f…
The Smooth Trajectory Estimator for LMB Filters
Hoa Van Nguyen, Tran Thien Dat Nguyen, Changbeom Shim +1
This paper proposes a smooth-trajectory estimator for the labelled multi-Bernoulli (LMB) filter by exploiting the special structure of the generalised labelled multi-Bernoulli (GLM…