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» A lattice vector quantizer for generalized Gaussian sources
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ICIP
2005
IEEE
14 years 9 months ago
Joint source-channel coding of scalable video with partially coded index assignment using Reed-Muller codes
Joint source-channel coding of scalable video using motion-compensated temporal filtering is considered. The proposed coding scheme consists of a structured vector quantizer based ...
G. Feideropoulou, Joseph E. Fowler, Béatric...
IJON
2006
99views more  IJON 2006»
13 years 7 months ago
Learning vector quantization: The dynamics of winner-takes-all algorithms
Winner-Takes-All (WTA) prescriptions for Learning Vector Quantization (LVQ) are studied in the framework of a model situation: Two competing prototype vectors are updated accordin...
Michael Biehl, Anarta Ghosh, Barbara Hammer
DCC
2000
IEEE
13 years 12 months ago
QccPack: An Open-Source Software Library for Quantization, Compression, and Coding
We describe the QccPack software package, an open-source collection of library routines and utility programs for quantization, compression, and coding of data. QccPack is being wr...
James E. Fowler
CDC
2009
IEEE
124views Control Systems» more  CDC 2009»
14 years 8 days ago
The Kalman like particle filter: Optimal estimation with quantized innovations/measurements
— We study the problem of optimal estimation using quantized innovations, with application to distributed estimation over sensor networks. We show that the state probability dens...
Ravi Teja Sukhavasi, Babak Hassibi
DCC
2008
IEEE
14 years 7 months ago
Noise-Shaped Predictive Coding for Multiple Descriptions of a Colored Gaussian Source
It was recently shown that the symmetric multiple-description (MD) quadratic rate-distortion function for memoryless Gaussian sources and two descriptions can be achieved by dithe...
Jan Østergaard, Ram Zamir, Yuval Kochman