61 citations · 66 across the 5 of their papers we have counts for
5 papers
Deep Joint Denoising and Detection for Enhanced Intracellular Particle Analysis
Yao Yao, Ihor Smal, Ilya Grigoriev +2
Reliable analysis of intracellular dynamic processes in time-lapse fluorescence microscopy images requires complete and accurate tracking of all small particles in all time frames…
Dynamic Coronary Roadmapping via Catheter Tip Tracking in X-ray Fluoroscopy with Deep Learning Based Bayesian Filtering
Hua Ma, Ihor Smal, Joost Daemen +1
Percutaneous coronary intervention (PCI) is typically performed with image guidance using X-ray angiograms in which coronary arteries are opacified with X-ray opaque contrast agent…
Adaptive Distributed Resampling Algorithm with Non-Proportional Allocation
Ömer Demirel, Ihor Smal, Wiro Niessen +2
The distributed resampling algorithm with proportional allocation (RNA) is key to implementing particle filtering applications on parallel computer systems. We extend the original…
Piecewise Constant Sequential Importance Sampling for Fast Particle Filtering
Ömer Demirel, Ihor Smal, Wiro J. Niessen +2
Particle filters are key algorithms for object tracking under non-linear, non-Gaussian dynamics. The high computational cost of particle filters, however, hampers their applicabili…
PPF - A Parallel Particle Filtering Library
Ömer Demirel, Ihor Smal, Wiro Niessen +2
We present the parallel particle filtering (PPF) software library, which enables hybrid shared-memory/distributed-memory parallelization of particle filtering (PF) algorithms combi…