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» The Characterization of Data-Accumulating Algorithms
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ICIP
2000
IEEE
15 years 8 months ago
Multiscale Texture Segmentation Using Hybrid Contextual Labeling Tree
Wavelet-domain hidden Markov tree (HMT) model has been recently proposed and applied to image processing, e.g., image segmentation. A new multiscale image segmentation method, cal...
Guoliang Fan, Xiang-Gen Xia
136
Voted
INFOCOM
1999
IEEE
15 years 8 months ago
Inter-Class Resource Sharing using Statistical Service Envelopes
Networks that support multiple services through "link-sharing" must address the fundamental conflicting requirement between isolation among service classes to satisfy ea...
Jingyu Qiu, Edward W. Knightly
121
Voted
ICASSP
2009
IEEE
15 years 7 months ago
Multidimensional signal reconstruction from multichannel acquisition
We provide an analysis of the algorithms necessary for the optimal use of multidimensional signal reconstruction from multichannel acquisition. Firstly, we provide computable cond...
Ka Lung Law, Robert M. Fossum, Minh N. Do
134
Voted
LREC
2008
145views Education» more  LREC 2008»
15 years 5 months ago
Borrowing Language Resources for Development of Automatic Speech Recognition for Low- and Middle-Density Languages
In this paper we describe an approach that both creates crosslingual acoustic monophone model sets for speech recognition tasks and objectively predicts their performance without ...
Lynette Melnar, Chen Liu
138
Voted
NIPS
2008
15 years 5 months ago
On the Complexity of Linear Prediction: Risk Bounds, Margin Bounds, and Regularization
This work characterizes the generalization ability of algorithms whose predictions are linear in the input vector. To this end, we provide sharp bounds for Rademacher and Gaussian...
Sham M. Kakade, Karthik Sridharan, Ambuj Tewari