47 citations · 76 across the 4 of their papers we have counts for
4 papers
Robust multi-sensor Generalized Labeled Multi-Bernoulli filter
Cong-Thanh Do, Tran Thien Dat Nguyen, Hoa Van Nguyen
This paper proposes an efficient and robust algorithm to estimate target trajectories with unknown target detection profiles and clutter rates using measurements from multiple sens…
Tracking Cells and their Lineages via Labeled Random Finite Sets
Tran Thien Dat Nguyen, Ba-Ngu Vo, Ba-Tuong Vo +2
Determining the trajectories of cells and their lineages or ancestries in live-cell experiments are fundamental to the understanding of how cells behave and divide. This paper prop…
How Trustworthy are Performance Evaluations for Basic Vision Tasks?
Tran Thien Dat Nguyen, Hamid Rezatofighi, Ba-Ngu Vo +3
This paper examines performance evaluation criteria for basic vision tasks involving sets of objects namely, object detection, instance-level segmentation and multi-object tracking…
Multi-object Tracking with an Adaptive Generalized Labeled Multi-Bernoulli Filter
Cong-Thanh Do, Tran Thien Dat Nguyen, Diluka Moratuwage +2
The challenges in multi-object tracking mainly stem from the random variations in the cardinality and states of objects during the tracking process. Further, the information on loc…