3-5 May 2012
INFN Pisa
Europe/Paris timezone
Pattern recognition with vector-type detector hits
Presented by Dr. Rudolf FRüHWIRTH
on
5 May 2012
from
11:30
to
12:00
Content
Novel types of "intelligent" trackers provide hits consisting of position-cum-direction rather than position alone.
We study several types of track finding algorithms in this context, for example the Hough transform, neural networks, a cellular automaton, track following, and the combinatorial Kalman filter. The performance of the algorithms is compared on simulated data in a simplified detector model, for various assumptions about the occupancy. We also voice some conjectures on which algorithms might be promising candidates for online deployment.
Place
Location: INFN Pisa
Address: Largo Bruno Pontecorvo 3
56127 Pisa
Italy
Room:
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