Deep probabilistic tracking of particles in fluorescence microscopy images
Roman Spilger, Ji-Young Lee, Vadim O. Chagin, Lothar Schermelleh, M. Cristina Cardoso, Ralf Bartenschlager, Karl Rohr
Topics & Concepts
Artificial intelligenceTracking (education)Computer scienceProbabilistic logicGround truthParticle filterPattern recognition (psychology)Deep learningNoise (video)MicroscopyArtificial neural networkDynamic Bayesian networkComputer visionMachine learningBayesian probabilityImage (mathematics)Kalman filterPhysicsOpticsPedagogyPsychologyCell Image Analysis TechniquesImage Processing Techniques and ApplicationsImmunotherapy and Immune Responses