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ATAL
2005
Springer
16 years 4 days ago
Approximating state estimation in multiagent settings using particle filters
State estimation consists of updating an agent’s belief given executed actions and observed evidence to date. In single agent environments, the state estimation can be formalize...
Prashant Doshi, Piotr J. Gmytrasiewicz
AVBPA
2005
Springer
228views Biometrics» more  AVBPA 2005»
16 years 4 days ago
Between-Source Modelling for Likelihood Ratio Computation in Forensic Biometric Recognition
Abstract. In this paper, the use of biometric systems in forensic applications is reviewed. Main differences between the aim of commercial biometric systems and forensic reporting...
Daniel Ramos-Castro, Joaquin Gonzalez-Rodriguez, C...
CAISE
2005
Springer
16 years 4 days ago
Estimating Recall and Precision for Vague Queries in Databases
In vague queries, a user enters a value that represents some real world object and expects as the result the set of database values that represent this real world object even with ...
Raquel Kolitski Stasiu, Carlos A. Heuser, Roberto ...
CIVR
2005
Springer
169views Image Analysis» more  CIVR 2005»
16 years 4 days ago
An Invariant Representation for Matching Trajectories Across Uncalibrated Video Streams
Abstract. We introduce a view–point invariant representation of moving object trajectories that can be used in video database applications. It is assumed that trajectories lie on...
Walter Nunziati, Stan Sclaroff, Alberto Del Bimbo
COLT
2005
Springer
16 years 4 days ago
On Spectral Learning of Mixtures of Distributions
We consider the problem of learning mixtures of distributions via spectral methods and derive a tight characterization of when such methods are useful. Specifically, given a mixt...
Dimitris Achlioptas, Frank McSherry