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ICANN
2011
Springer
14 years 3 months ago
Transforming Auto-Encoders
The artificial neural networks that are used to recognize shapes typically use one or more layers of learned feature detectors that produce scalar outputs. By contrast, the comput...
Geoffrey E. Hinton, Alex Krizhevsky, Sida D. Wang
ICIP
2000
IEEE
16 years 1 months ago
Evaluation of Lossless Compression Methods for Gray Scale Document Images
In this paper, a comparative study of lossless compression algorithms is presented. The following algorithms are considered: UNIX compress, gzip, LZW, CCITT Group 3 and Group 4, J...
Andreas E. Savakis
ICASSP
2009
IEEE
15 years 6 months ago
Using the scaling ambiguity for filter shortening in convolutive blind source separation
In this paper, we propose to use the scaling ambiguity of convolutive blind source separation for shortening the unmixing filters. An often used approach for separating convoluti...
Radoslaw Mazur, Alfred Mertins
ACCV
2010
Springer
14 years 7 months ago
Planar Affine Rectification from Change of Scale
A method for affine rectification of a plane exploiting knowledge of relative scale changes is presented. The rectifying transformation is fully specified by the relative scale cha...
Ondrej Chum, Jiri Matas
ISCAS
2006
IEEE
106views Hardware» more  ISCAS 2006»
15 years 5 months ago
A novel approach to L2-sensitivity minimization of digital filters subject to L2-scaling constraints
Abstract— This paper proposes a novel approach to L2sensitivity minimization problem of state-space digital filters subject to L2-scaling constraints. The proposed approach redu...
Shunsuke Yamaki, Masahide Abe, Masayuki Kawamata