Plant cell tracking using Kalman filter based local graph matching

M Liu, Y He, Y Wei, P Xiang - Image and Vision Computing, 2017 - Elsevier
Automated tracking of cells in time lapse live-imaging datasets of developing multicellular
tissues is required for high throughput spatio-temporal quantitative measurements of a …

Robust plant cell tracking using local spatio-temporal context

M Liu, P Xiang, G Liu - Neurocomputing, 2016 - Elsevier
Automated segmentation and tracking of cells in actively developing plant tissues can
provide high-throughput and quantitative spatio-temporal measurements of a range of cell …

A multi-seed dynamic local graph matching model for tracking of densely packed cells across unregistered microscopy image sequences

M Liu, J Li, W Qian - Machine Vision and Applications, 2018 - Springer
The tracking of plant cells in large-scale microscopy image sequences is very challenging,
because plant cells are densely packed in a specific honeycomb structure, and the …

Predicting multiple target tracking performance for applications on video sequences

JE Tapiero, H Medeiros, RH Bishop - Machine Vision and Applications, 2017 - Springer
This paper presents a framework to predict the performance of multiple target tracking (MTT)
techniques. The framework is based on the mathematical descriptors of point processes, the …

Predicting multiple target tracking performance for applications on video sequences

JET Bernal - 2016 - search.proquest.com
This dissertation presents a framework to predict the performance of multiple target tracking
(MTT) techniques. The framework is based on the mathematical descriptors of point …

[PDF][PDF] Advanced signal processing techniques for multi-target tracking

A Daniyan - 2018 - core.ac.uk
The multi-target tracking problem essentially involves the recursive joint estimation of the
state of unknown and time-varying number of targets present in a tracking scene, given a …