Deep Particle Tracker: Automatic Tracking of Particles in Fluorescence Microscopy Images Using Deep Learning.
Roman SpilgerThomas WollmannYu QiangAndrea ImleJi Young LeeBarbara MüllerOliver T. FacklerRalf BartenschlagerKarl RohrPublished in: DLMIA/ML-CDS@MICCAI (2018)
Keyphrases
- deep learning
- automatic tracking
- fluorescence microscopy images
- object tracking
- image sequences
- visual inspection
- particle filter
- unsupervised feature learning
- mean shift
- deep architectures
- appearance model
- visual tracking
- machine learning
- unsupervised learning
- cell nuclei
- mental models
- video sequences
- restricted boltzmann machine
- deep belief networks
- image analysis
- sparse representation
- weakly supervised
- moving objects
- face recognition
- three dimensional
- particle filtering
- computer vision
- data sets
- image representation
- knn