Fast
K-Means Image
Quantization Algorithm and Its Application to
...
by N POPESCU-BODORIN - 2008 - Cited by 2
http://fmi.spiruharet.ro/bodorin/articles/fkmqis.pdf
A Fuzzy
View on k-Means Based Signal
Quantization with Application ...
by N Popescu-Bodorin - Cited by 2
http://fmi.spiruharet.ro/bodorin/articles/telfor09.pdf
CS
216/295: Image Understanding
Color quantization: Although k-means clustering on color alone doesn't ... k-means on the color values (as in problem 1). Submit your MATLAB code and your ...
http://www.ics.uci.edu/~fowlkes/class/cs216/hwk/hwk2.pdf
Research issues on
K-means Algorithm: An
Experimental Trial Using ...
by JP Ortega - Related articles
http://ceur-ws.org/Vol-534/Paper10.pdf
Application
of the cross-entropy method to clustering and vector ...
and vector quantization methods such as K-means, fuzzy K-means and linear vector ...... The following Matlab code should speak for itself. ...
http://www.springerlink.com/index/AR15975W2W587WQ8.pdf
Combine
Vector Quantization and Support Vector Machine for
...
These experiments use LibSVM C code [15] to test the performance of c-SVM ... Quantization by the DCPR Matlab toolbox [17]. ... Wang, J., X. Wu, and C. Zhang, Support vector machines based on K-means clustering for ...
http://www.springerlink.com/index/74126h5165527576.pdf
Speaker Recognition
The Matlab codes are provided as following: % First run. >> speakerID('test_brian') ... Perform K-means algorithm for clustering (Vector Quantization) ...
http://www.softwarepractice.org/mediawiki/images/5/5f/Finally_version1.pdf
Image compression using improved hybrid classified vector
quantisation
based VQ outperforms ordinary VQ using the k-means algorithm [7], and. JPEG-2000, which was generated using MATLAB as shown in [8] in ...
http://ieeexplore.ieee.org/iel5/2220/4145278/04145289.pdf?arnumber=4145289
Comparison of vector quantization methods for
medical fidelity ...
quantization, classified vector quantization with two code- .... The quantization was made with Matlab KMEANS-function in the same way ...
http://ieeexplore.ieee.org/iel5/10869/34211/01631411.pdf?arnumber=1631411
Pattern Recognition Winter Semester 2009/2010 10 Exercise
Download the Matlab implementation of the K-means algorithm from http://hci.iwr.uni- ... Bag of Words formation (or vector quantization); .... Please hand in the Matlab code, figures and explanations (describing clearly which ...
http://hci.iwr.uni-heidelberg.de/mip_teaching/pr/09-ex10/exercise10.pdf
Application
of the Cross-Entropy Method to Clustering and Vector ...
by DP Kroese - Cited by 17
http://iew3.technion.ac.il/CE/files/papers/KRT_Ceclust.pdf
Application
of the Cross-Entropy Method to Clustering and Vector ...
K-means and linear vector quantization, and apply each method to ..... The matlab code for these last three algorithms was taken from the matlab ...
http://iew3.technion.ac.il/Home/Users/ierrr01/ceclust4.pdf
H2M : A set
of MATLAB/OCTAVE functions for the EM estimation
of ...
by O Cappé - 2001 - Cited by 13
http://perso.telecom-paristech.fr/~cappe/h2m/h2m.pdf
A Fuzzy View on
k-Means Based Signal
Quantization with Application ...
by N Popescu-Bodorin - Cited by 2
http://www.telfor.rs/files/radovi/05_26.pdf
SAMPLING AND QUANTIZING
by F Concepts - Related articles
http://ptgmedia.pearsoncmg.com/images/0134947908/samplechapter/0134947908_ch03.pdf
4489
- Quantization Error and Accuracy-Performance
Tradeoffs for ...
by R Narayanan - Related articles
http://www.eecs.northwestern.edu/~boz283/documents/narozi07.pdf
MODEL-BASED
MONAURAL SOURCE SEPARATION USING A
VECTOR-QUANTIZED ...
by DPW Ellis - 2000 - Cited by 37
http://www.ee.columbia.edu/~dpwe/pubs/EllisW06-pvocvq.pdf
Using the Triangle
Inequality to Accelerate -Means
by C Elkan - Cited by 148
http://cseweb.ucsd.edu/~elkan/kmeansicml03.pdf
A
Comparison of Modified
k-means(MKM) and NN based Real
Time ...
by KS Ananthakrishnan - Cited by 1
http://www.asel.udel.edu/icslp/cdrom/vol2/880/a880.pdf
Tree-Structured
Random Vector Quantization for Beamforming in a
...
by W Santipach - Cited by 2
http://pirun.ku.ac.th/~fengwrs/paper/ecti08.pdf
Communications
Toolbox User's Guide
Source encoding converts a source signal into a digital code using a quantization method. ..... instead of the real data x(k). At the receiving side, a quantization decoder ... The Communications Toolbox provides MATLAB functions dpcmenco and ..... function is 1, which means that the predictor is a FIR filter. ...
http://paginas.fe.up.pt/~hmiranda/tele2/source_coding_matlab.pdf
Single Pass
Seed Selection Algorithm for
k-Means
The matlab code for step 1 and for step 3 of k- means++, for the proposed method, ..... Vector Quantization and Signal Compression, Kluwer Academic, ...
http://www.scipub.org/fulltext/jcs/jcs6160-66.pdf
Text-Independent Speaker Identification
by TT Phan - 1999 - Cited by 24
http://users.ece.utexas.edu/~bevans/courses/ee382c/projects/fall99/phan-soong/report.pdf
Self-learning Vector Quantization for Pattern
Discovery from Speech
by OJ Räsänen - Related articles
http://lands.let.ru.nl/acorns/documents/publications/Interspeech-2009/SLVQ.pdf
Matlab Toolbox for Machine Learning
demo color quantization k-means is used to reduce the number of colours in ... The following code fragment shows a short application of k-means clustering. ...
http://www.personeel.unimaas.nl/s-vanderLooy//publications/tech2008b.pdf
EFFICIENT FEEDBACK VIA SUBSPACE BASED CHANNEL
QUANTIZATION FOR ...
onalization (BD) and the successive minimum mean squared error precoding (SMMSE)) are developed for ..... (Iteration) Set the iteration index k = 0 and calculate ... 4The MATLAB code provided in [13] supports a channel matrix genera- ...
http://www.eurasip.org/Proceedings/Ext/WSA07/papers/1569015357.pdf
SOPC-Based
Speech-to-Text Conversion
by S Prize - Related articles
http://www.altera.com/literature/dc/2006/i2.pdf
MPEG-4 style object-based codec with MatLab
Variable Uniform Quantization and Huffman based coding are used. ... certain algorithm i.e.: k-means. Each class of pixel is used to segment the image ... Segmentation: Available source code from the MATLAB Implementation of Graph-Based ...
http://www.medialab.tfe.umu.se/publications/master_thesis/2006/mpeg-4_style_object_based_codec_with_matlab.pdf
Speaker Recognition:
by S Course - 2005 - Related articles
http://www2.imm.dtu.dk/pubdb/views/edoc_download.php/4414/pdf/imm4414.pdf
Speech Reconstruction from Binary Masked Spectrograms Using Vector
...
k-means vector quantization and mel-filter weighting to separate a speaker ...... The Matlab code for handling the vector quantization and calling the cor- ...
http://www2.imm.dtu.dk/pubdb/views/edoc_download.php/4725/pdf/imm4725.pdf
A
Matlab Implementation of a Speech Recognition
System Using HMM ...
by A Cherif - 2007 - Related articles
http://www.medwelljournals.com/fulltext/jeas/2007/1587-1591.pdf
1 Introduction
7 Mar 2010 ... LSFs have good quantization and interpolation properties and are .... You can use Matlab function kmeans. Before clus- ... Write a Matlab code that extends a given narrowband test signal (not included in the ...
http://www.cs.tut.fi/sgn/arg/silen/SGN-1650/project2010.pdf
INRIA-LEARs participation to ImageCLEF 2009
by M Douze - 2009 - Cited by 4
http://eprints.pascal-network.org/archive/00005948/01/verbeek09clef.pdf
Teaching
Convolutional Coding using MATLAB in Communication
...
by D Arasteh - 2006 - Related articles
http://www.aseegsw.org/Proceedings/5.pdf
Unsupervised
Feature Selection for the k-means
Clustering Problem
by C Boutsidis - Related articles
http://www.cs.rpi.edu/~boutsc/files/nips2009.pdf
Quantization
Error and Accuracy-Performance Tradeoffs for Embedded ...
version of floating point MATLAB programs into fixed point programs, to be .... Algorithmic analysis of K-Means reveals that a major fraction of floating ...
http://www.ece.iastate.edu/~zambreno/pdf/NarOzi07A.pdf
Image
Classification using Random Forests and Ferns
by A Bosch - Cited by 78
http://www.robots.ox.ac.uk/~vgg/publications/papers/bosch07a.pdf
Microsoft PowerPoint - 3-clustering
goal: minimize quantization error - find k exemplars such that the ... Institut für Informatik. 21. Data and Web Mining. Matlab k-means … for j=1:dlen, ..... Web page and code accompanying Affinity propagation ...
http://www2.in.tu-clausthal.de/~hasenfuss/Lehrveranstaltungen/SS2008/DataMining/Folien/WebAndDataMining_SS2008_Folien_03_Clustering.pdf
ECE438 -
Laboratory 8: Number Representation and Waveform ...
storing the actual gray levels, we can store the 3-bit code for each pixel. ... Load it into Matlab and display it using the following sequence of commands: .... A common measure of quantization error is mean squared error (noise power). ... k=1. ∫ xk+1 xk. (qk − x). 2f(x)dx where qk is the kth quantization level ...
http://www.ecn.purdue.edu/VISE/ee438L/lab8/pdf/lab8.pdf
WP241, Using MATLAB to Create IP for System
Generator for DSP
by T Hill - 2006 - Cited by 2
http://www.xilinx.com/support/documentation/white_papers/wp241.pdf
Comparative evaluation of maximum a Posteriori vector
quantization ...
by T Kinnunen - 2009 - Cited by 3
ftp://cs.joensuu.fi/franti/papers/VQ-GMM-PRL2009.pdf
The Topographic Neural Gas
by M Pena - Cited by 1
http://cis.paisley.ac.uk/research/journal/v10n3/Journal P 6-13_Mairan Pena_topographicneuralgas(ToNeGas)3.pdf
A Comprehensive
Overview of Basic Clustering Algorithms
by G Fung - 2001 - Cited by 26
http://pages.cs.wisc.edu/~gfung/clustering.pdf
Blur Insensitive
Texture Classification Using Local Phase
Quantization
by V Ojansivu - Cited by 6
http://www.ee.oulu.fi/mvg/files/pdf/ICISP08.pdf
Study of Multi-Rate Filter Design for RF Transceiver
A means output signal power, and k means filter length. (number of injected noise). .... MATLAB code, but it is not used in Synplicity DSP block ...
http://www.synopsys.com/Community/UniversityProgram/Documents/StudyMulti-RateFilterDesignRF.pdf
Noise
Estimation from a Single Image
amplifier noise and quantization noise. These noise terms are simplified in [18]. Following the imaging equation in ..... K-means clustering method as described in [20]. Each seg- .... The performance of our unoptimized MATLAB code is ...
http://people.csail.mit.edu/celiu/denoise/estnoise/noise.pdf
Spectral
grouping using the nystrom method - Pattern Analysis and ...
by C Fowlkes - 2004 - Cited by 256
http://www.cs.berkeley.edu/~malik/papers/FBCM-nystrom.pdf
Localizing
Objects with Smart Dictionaries
by B Fulkerson - Cited by 17
http://vision.ucla.edu/papers/fulkersonVS08.pdf
Low-cost VLSI architecture design for forward
quantization of H ...
by GA Ruiz - Related articles
http://grupos.unican.es/dyvci/ruizrg/postscript/publicaciones/H264Canarias2007.pdf
A new Fuzzy Reinforcement Learning Vector
Quantization algorithm ...
by W Xu - Cited by 6
http://thamakau.usc.edu/Proceedings/ICASSP 2003/pdfs/03-00269.pdf
1 2
