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AI
2006
Springer
14 years 28 days ago
On the Performance of Chernoff-Distance-Based Linear Dimensionality Reduction Techniques
Abstract. We present a performance analysis of three linear dimensionality reduction techniques: Fisher's discriminant analysis (FDA), and two methods introduced recently base...
Mohammed Liakat Ali, Luis Rueda, Myriam Herrera
AVSS
2009
IEEE
14 years 15 days ago
Bayesian Bio-inspired Model for Learning Interactive Trajectories
—Automatic understanding of human behavior is an important and challenging objective in several surveillance applications. One of the main problems of this task consists in accur...
Alessio Dore, Carlo S. Regazzoni
ICASSP
2011
IEEE
13 years 27 days ago
Well-calibrated heavy tailed Bayesian speaker verification for microphone speech
The work presented in this paper is an extension of our two previous works [1, 2]. In the first paper [1], we proposed a low dimensional feature (i-vectors) extractor which is su...
Mohammed Senoussaoui, Patrick Kenny, Pierre Dumouc...
CIVR
2006
Springer
219views Image Analysis» more  CIVR 2006»
14 years 27 days ago
Bayesian Learning of Hierarchical Multinomial Mixture Models of Concepts for Automatic Image Annotation
We propose a novel Bayesian learning framework of hierarchical mixture model by incorporating prior hierarchical knowledge into concept representations of multi-level concept struc...
Rui Shi, Tat-Seng Chua, Chin-Hui Lee, Sheng Gao
VLSID
2010
IEEE
211views VLSI» more  VLSID 2010»
14 years 1 months ago
A Combined DOE-ILP Based Power and Read Stability Optimization in Nano-CMOS SRAM
A novel design approach for simultaneous power and stability (static noise margin, SNM) optimization of nanoCMOS static random access memory (SRAM) is presented. A 45nm single-end...
Garima Thakral, Saraju P. Mohanty, Dhruva Ghai, Dh...