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TIT
2002
125views more  TIT 2002»
14 years 11 months ago
Optimal bi-level quantization of i.i.d. sensor observations for binary hypothesis testing
We consider the problem of binary hypothesis testing using binary decisions from independent and identically distributed (i.i.d). sensors. Identical likelihood-ratio quantizers wit...
Qian Zhang, Pramod K. Varshney, Richard D. Wesel
ICRA
2010
IEEE
101views Robotics» more  ICRA 2010»
14 years 10 months ago
Guaranteed navigation with an unreliable blind robot
— We consider a navigation problem for a robot equipped with only a map, compass, and contact sensor. In addition to the limitations placed on sensing, we assume that there exist...
Jeremy S. Lewis, Jason M. O'Kane
ICA
2010
Springer
14 years 9 months ago
Non-negative Independent Component Analysis Algorithm Based on 2D Givens Rotations and a Newton Optimization
Abstract. In this paper, we consider the Independent Component Analysis problem when the hidden sources are non-negative (Non-negative ICA). This problem is formulated as a non-lin...
Wendyam Serge Boris Ouedraogo, Antoine Souloumiac,...
ICIP
2010
IEEE
14 years 9 months ago
Maximizing intra-individual correlations for illumination-insensitive face recognition
Illumination variation has been one of the most intractable problems in face recognition and many approaches have been proposed to handle illumination problem in the last decades ...
Hu Han, Shiguang Shan, Xilin Chen, Wen Gao
ACL
2009
14 years 9 months ago
Compiling a Massive, Multilingual Dictionary via Probabilistic Inference
Can we automatically compose a large set of Wiktionaries and translation dictionaries to yield a massive, multilingual dictionary whose coverage is substantially greater than that...
Mausam, Stephen Soderland, Oren Etzioni, Daniel S....