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JMLR
2006
105views more  JMLR 2006»
14 years 11 months ago
Parallel Software for Training Large Scale Support Vector Machines on Multiprocessor Systems
Parallel software for solving the quadratic program arising in training support vector machines for classification problems is introduced. The software implements an iterative dec...
Luca Zanni, Thomas Serafini, Gaetano Zanghirati
TIT
1998
73views more  TIT 1998»
14 years 11 months ago
Subspace Subcodes of Reed-Solomon Codes
— In this paper we introduce a class of nonlinear cyclic error-correcting codes, which we call subspace subcodes of Reed–Solomon (SSRS) codes. An SSRS code is a subset of a par...
Masayuki Hattori, Robert J. McEliece, Gustave Solo...
ICPR
2008
IEEE
16 years 15 days ago
Scale-invariant medial features based on gradient vector flow fields
We propose a novel set of medial feature interest points based on gradient vector flow (GVF) fields [18]. We exploit the long ranging GVF fields for symmetry estimation by calcula...
Cristóbal Curio, David Engel
DCC
1996
IEEE
15 years 3 months ago
Lapped Orthogonal Vector Quantization
The block processing inherent in the use of traditional vector quantization (VQ) schemes typically gives rise to perceptually distracting blocking artifacts. We demonstrate that s...
Henrique S. Malvar, Gary J. Sullivan, Gregory W. W...
DCC
2008
IEEE
15 years 11 months ago
Image Compression by Visual Pattern Vector Quantization (VPVQ)
This paper proposes a new image compression scheme by introducing visual patterns to nonlinear interpolative vector quantization (IVQ). Input images are first distorted by a gener...
Feng Wu, Xiaoyan Sun