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ICASSP
2008
IEEE
15 years 10 months ago
Maximum entropy relaxation for multiscale graphical model selection
We consider the problem of learning multiscale graphical models. Given a collection of variables along with covariance specifications for these variables, we introduce hidden var...
Myung Jin Choi, Venkat Chandrasekaran, Alan S. Wil...
ICASSP
2008
IEEE
15 years 10 months ago
Blind source separation using monochannel overcomplete dictionaries
We propose a new approach to underdetermined Blind Source Separation (BSS) using sparse decomposition over monochannel dictionary atoms and compare it to multichannel dictionary a...
B. Vikrham Gowreesunker, Ahmed H. Tewfik
ICASSP
2007
IEEE
15 years 10 months ago
Extending the Depth of Field in Microscopy Through Curvelet-Based Frequency-Adaptive Image Fusion
Limited depth of eld is an important problem in microscopy imaging. 3D objects are often thicker than the depth of eld of the microscope, which means that it is optically impossib...
Linda Tessens, Alessandro Ledda, Aleksandra Pizuri...
ICA
2007
Springer
15 years 10 months ago
Supervised and Semi-supervised Separation of Sounds from Single-Channel Mixtures
In this paper we describe a methodology for model-based single channel separation of sounds. We present a sparse latent variable model that can learn sounds based on their distribu...
Paris Smaragdis, Bhiksha Raj, Madhusudana V. S. Sh...
ICMCS
2006
IEEE
112views Multimedia» more  ICMCS 2006»
15 years 10 months ago
Interactions and Integrations of Multiple Sensory Channels in Human Brain
Here I describe a couple of new principles with regard to interactions and integrations of multiple sensory channels in the human brain. First, as opposed to the general belief th...
Shinya Nishida