Graph Neural Networks for Charged Particle Tracking on FPGAs.
Abdelrahman ElabdVesal RazavimalekiShi-Yu HuangJavier M. DuarteMarkus AtkinsonGage DeZoortPeter ElmerScott HauckJin-Xuan HuShih-Chieh HsuBo-Cheng LaiMark S. NeubauerIsobel OjalvoSavannah ThaisMatthew TrahmsPublished in: Frontiers Big Data (2022)
Keyphrases
- neural network
- pattern recognition
- particle filter
- random walk
- graph structure
- graph representation
- fuzzy logic
- real time
- weighted graph
- neural nets
- object tracking
- appearance model
- particle filtering
- multilayer perceptron
- graph matching
- mean shift
- back propagation
- kalman filter
- graph theoretic
- genetic algorithm
- graph theory
- artificial neural networks
- directed graph
- structured data
- fault diagnosis
- neural network model
- visual tracking
- image segmentation
- image processing
- directed acyclic graph
- moving target
- motion model
- field programmable gate array
- robust tracking