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ICPR
2002
IEEE
15 years 9 months ago
Tracking Multiple Animals in Wildlife Footage
We describe a method for tracking animals in wildlife footage. It uses a CONDENSATION particle filtering framework driven by learnt characteristics of specific animals. The key ...
David Tweed, Andrew Calway
NIPS
1998
15 years 5 months ago
Maximum Conditional Likelihood via Bound Maximization and the CEM Algorithm
We present the CEM (Conditional Expectation Maximization) algorithm as an extension of the EM (Expectation Maximization) algorithm to conditional density estimation under missing ...
Tony Jebara, Alex Pentland
PAMI
2006
156views more  PAMI 2006»
15 years 3 months ago
Data Fusion and Multicue Data Matching by Diffusion Maps
Data fusion and multicue data matching are fundamental tasks of high-dimensional data analysis. In this paper, we apply the recently introduced diffusion framework to address these...
Stephane Lafon, Yosi Keller, Ronald R. Coifman
MMB
2010
Springer
185views Communications» more  MMB 2010»
15 years 6 months ago
Reducing the Cost of Generating APH-Distributed Random Numbers
Phase-type (PH) distributions are proven to be very powerful tools in modelling and analysis of a wide range of phenomena in computer systems. The use of these distributions in sim...
Philipp Reinecke, Miklós Telek, Katinka Wol...
132
Voted
LREC
2008
153views Education» more  LREC 2008»
15 years 5 months ago
Using Random Indexing to improve Singular Value Decomposition for Latent Semantic Analysis
We present results from using Random Indexing for Latent Semantic Analysis to handle Singular Value Decomposition tractability issues. We compare Latent Semantic Analysis, Random ...
Linus Sellberg, Arne Jönsson