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TIT
2002
82views more  TIT 2002»
15 years 2 months ago
Order estimation for a special class of hidden Markov sources and binary renewal processes
We consider the estimation of the order, i.e., the number of hidden states, of a special class of discrete-time finite-alphabet hidden Markov sources. This class can be characteriz...
Sanjeev Khudanpur, Prakash Narayan
IGARSS
2009
15 years 24 days ago
Spatially Adaptive Classification of Hyperspectral Data with Gaussian Processes
Automated classification of land cover types based on hyperspectral imagery often involves a large geographical area, but class labels are available for only small portions of the...
Goo Jun, Joydeep Ghosh
FSEN
2009
Springer
15 years 9 months ago
A Process-Theoretic Look at Automata
Automata theory presents roughly three types of automata: finite automata, pushdown automata and Turing machines. The automata are treated as language acceptors, and the expressiv...
Jos C. M. Baeten, Pieter J. L. Cuijpers, Bas Lutti...
CDC
2008
IEEE
114views Control Systems» more  CDC 2008»
15 years 9 months ago
A repetitive process approach to the control of self-servowriting in disk drives
Abstract— This paper considers the control problem for selfservowriting in disk drives where information propagation occurs in two independent directions, i.e. time and track num...
Krzysztof Galkowski, Wojciech Paszke, Eric Rogers
MLMI
2007
Springer
15 years 9 months ago
Gaussian Process Latent Variable Models for Human Pose Estimation
We describe a method for recovering 3D human body pose from silhouettes. Our model is based on learning a latent space using the Gaussian Process Latent Variable Model (GP-LVM) [1]...
Carl Henrik Ek, Philip H. S. Torr, Neil D. Lawrenc...