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ICCV
2003
IEEE
14 years 11 months ago
Fast Vehicle Detection with Probabilistic Feature Grouping and its Application to Vehicle Tracking
Generating vehicle trajectories from video data is an important application of ITS (Intelligent Transportation Systems). We introduce a new tracking approach which uses model-base...
Zu Whan Kim, Jitendra Malik
ECIS
2004
13 years 10 months ago
Using probabilistic feature models to determine success criteria for ICT projects
Since the 1960's many authors accepted the triple constraints (time, cost, specification) as a standard measure of success and this still appears to be extremely important in...
Koen Milis
ACL
2003
13 years 10 months ago
Probabilistic Parsing for German Using Sister-Head Dependencies
We present a probabilistic parsing model for German trained on the Negra treebank. We observe that existing lexicalized parsing models using head-head dependencies, while successf...
Amit Dubey, Frank Keller
NIPS
2004
13 years 10 months ago
Harmonising Chorales by Probabilistic Inference
We describe how we used a data set of chorale harmonisations composed by Johann Sebastian Bach to train Hidden Markov Models. Using a probabilistic framework allows us to create a...
Moray Allan, Christopher K. I. Williams
AROBOTS
1998
104views more  AROBOTS 1998»
13 years 8 months ago
A Probabilistic Approach to Concurrent Mapping and Localization for Mobile Robots
This paper addresses the problem of building large-scale geometric maps of indoor environments with mobile robots. It poses the map building problem as a constrained, probabilistic...
Sebastian Thrun, Wolfram Burgard, Dieter Fox