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CSDA
2008
115views more  CSDA 2008»
13 years 7 months ago
Complex-valued ICA based on a pair of generalized covariance matrices
It is shown that any pair of scatter and spatial scatter matrices yields an estimator of the separating matrix for complex-valued independent component analysis (ICA). Scatter (re...
Esa Ollila, Hannu Oja, Visa Koivunen
IROS
2008
IEEE
121views Robotics» more  IROS 2008»
14 years 2 months ago
A robot listens to music and counts its beats aloud by separating music from counting voice
— This paper presents a beat-counting robot that can count musical beats aloud, i.e., speak “one, two, three, four, one, two, ...” along music, while listening to music by us...
Takeshi Mizumoto, Ryu Takeda, Kazuyoshi Yoshii, Ka...
NIPS
2000
13 years 9 months ago
Ensemble Learning and Linear Response Theory for ICA
We propose a general framework for performing independent component analysis (ICA) which relies on ensemble learning and linear response theory known from statistical physics. We ...
Pedro A. d. F. R. Højen-Sørensen, Ol...
IDA
2009
Springer
14 years 2 months ago
Canonical Dual Approach to Binary Factor Analysis
Abstract. Binary Factor Analysis (BFA) is a typical problem of Independent Component Analysis (ICA) where the signal sources are binary. Parameter learning and model selection in B...
Ke Sun, Shikui Tu, David Yang Gao, Lei Xu
ICIP
2006
IEEE
14 years 9 months ago
Joint Dimensionality Reduction, Classification and Segmentation of Hyperspectral Images
Dimensionality reduction, spectral classification and segmentation are the three main problems in hyperspectral image analysis. In this paper we propose a Bayesian estimation appr...
Nadia Bali, Ali Mohammad-Djafari, Adel Mohammadpou...