Large-scale
Learning with SVM and Convolutional Nets for Generic ...
by FJ Huang - Cited by 19
http://yann.lecun.com/exdb/publis/pdf/huang-lecun-06.pdf
Large-scale Deep Unsupervised
Learning using Graphics Processors
As input, we used a large dataset of natural images (van Hateren & van der Schaaff, 1997) and ob- ... ing small matrices (one weight matrix per patch), in- .... the same Matlab code with multithreading enabled. ...
http://ai.stanford.edu/~ang/papers/icml09-LargeScaleUnsupervisedDeepLearningGPU.pdf
Steerable semi-automatic segmentation of textured
images*
by B Micušık - Cited by 8
http://ai.stanford.edu/~micusik/Papers/Micusik-Hanbury-SCIA2005.pdf
Towards Automated Large Scale Discovery of
Image Families
We use our Matlab implementation. .... 4 shows Matlab code for the algorithm, where ... with tf-idf weighting. Results are shown for sizes of 1K, 5K,. 10K, 25K, and 50K words, .... errors and the scaling of the a nity matrix as k ...
http://ieeexplore.ieee.org/iel5/5191364/5204041/05204177.pdf?arnumber=5204177
A Neural Network Based Algorithm for Building Crystal Look-up
...
512 image. The rough extents of the array image are located by summing rows and columns of the position profile and .... training, the positions of the neurons in the weight matrix ... The SOFM training is first simulated using a Matlab ... large scale FPGA chip and several Static Random Access ...
http://ieeexplore.ieee.org/iel5/4143535/4179395/04179523.pdf?arnumber=4179523
Non-negative
Matrix Factorization with Sparseness
Constraints
by PO Hoyer - 2004 - Cited by 467
http://www.cs.helsinki.fi/u/phoyer/papers/pdf/NMFscweb.pdf
An
Online Algorithm for Large Scale Image Similarity
Learning
by G Chechik - Related articles
http://books.nips.cc/papers/files/nips22/NIPS2009_0844.pdf
An open-source toolbox in Matlab for fully
automatic calibration ...
the corresponding weight matrix. It is noted that scale is here irrelevant; .... The imaged pattern must occupy a large portion (or the whole) of each image frame. ... These blocks of code compensate for the special types and/or the ir- ...
http://www.survey.ntua.gr/main/labs/photo/staff/gkarras/Fauccal_documentation.pdf
DISTRIBUTED
MATLAB BASED SIGNAL AND IMAGE
PROCESSING USING ...
by ES Manolakos - Cited by 9
http://www.ece.neu.edu/groups/javaports/icassp04.pdf
Problem Set 3
9 Mar 2006 ... the luminance image into a large-scale (a.k.a. base) layer and a detail layer ... weight depends on both the spatial distance and the intensity difference: ... (b) Load HDR image vinesunset.hdr using the enclosed MATLAB code ... For image processing matrix A is huge. The space complexity for LU ...
http://groups.csail.mit.edu/graphics/classes/CompPhoto06/html/assignments/ps3.pdf
TMG: A MATLAB Toolbox for Generating Term-
Document Matrices from ...
by D Zeimpekis - Cited by 42
http://scgroup.hpclab.ceid.upatras.gr/faculty/stratis/Papers/tmgHPCLAB-SCG-1-1-05.pdf
High-Performance
Graph Algorithms from Parallel Sparse Matrices
Large-scale computation on graphs and other discrete struc- .... In kernel 2, we search the graph for edges with maximum weight. find() is the .... We create a density plot of the sparse matrix, and only transfer the image to the .... Shah, V., Gilbert, J.R.: Sparse matrices in Matlab*P: Design and implementation. ...
http://www.springerlink.com/index/G022322V21501800.pdf
Learning
Sparse Overcomplete Codes for Images
being the update of the weighting matrices (P¿1bxfi for FOCUSS and G for SBL-AVG). .... Matlab code for the FOCUSS, FOCUSS-CNDL and ..... Sharing Vector Scaling,^ IEEE Trans. Very Large Scale. Integr. (VLSI) Syst., vol. 10, no. ...
http://www.springerlink.com/index/1277700P715P6556.pdf
A 99 line
topology optimization code written in
Matlab
by O Sigmund - Cited by 253
http://www.topopt.dtu.dk/files/matlab.pdf
D. C. Sorensen Department of Computational and Applied Mathematics
...
very robust and e cient software for a wide variety of large scale .... motivation for methods that only require matrix-vector products with the original A. ...... MATLAB code was used to generate the example: rand('seed',0) ...... 48] M. Van Heel, J. Frank, Use of Multivariate Statistics in Analysing the Images of ...
http://www.mathworks.com/access/helpdesk/help/pdf_doc/otherdocs/sorensen.pdf
Eigenvalues and
Singular Values
the matrix elements can lead to large changes in the eigenvalues. ..... the height and weight of six subjects and obtain the following data. ..... you have access to the Matlab Image Processing Toolbox, you may want to .... Solution of Large-Scale Eigenvalue Problems with Implicitly Restarted Arnoldi ...
http://www.mathworks.com/moler/eigs.pdf
RESINVM3D:
A MATLAB 3-D Resistivity Inversion Package A
manuscript ...
by A Pidlisecky - Cited by 11
http://www.mathcs.emory.edu/~haber/pubs/DCinv_V6_rev2_clean.pdf
DIGITAL MONOPLOTTING AND PHOTO-UNWRAPPING
The FAUCCAL site provides users with the source code in Matlab, detailed documentation of .... pattern nodes to allow calculation of a weight matrix. As scale .... pointed out that a pattern should consist of a sufficiently large ...
http://cipa.icomos.org/fileadmin/papers/Kyoto2009/148.pdf?PHPSESSID=f03b19b7f80d58a63e78ca4bd23e209c
Large-scale
Deep Unsupervised Learning using Graphics Processors
by R Raina - Cited by 7
http://www.cs.mcgill.ca/~icml2009/papers/218.pdf
High–performance
graph algorithms from parallel sparse matrices
by JR Gilbert - Cited by 7
http://gauss.cs.ucsb.edu/publication/gapdt-para06.pdf
Effective
Image Restorations Using a Novel Spatial Adaptive
Prior
by Y Chen - 2009The weighting matrices in nonquadratic prior Bayesian ..... ment,all the Matlab codes for weight calculation are transformed to mexed C language . ..... Y. Feng, Q. Feng, Q. Wang, Z. Huang, ”A novel way of incorporating large-scale ...
http://www.hindawi.com/journals/asp/aip.508089.pdf
Large Scale Online Learning of
Image Similarity through Ranking
by G Chechik - Cited by 1
http://www.ics.uci.edu/~welling/teaching/273ASpring09/paperChechik.pdf
A Fast Neural
Algorithm for Serial Code Detection in a Stream of
...
by HM El-Bakry - Cited by 22
http://www.waset.org/journals/ijit/v2/v2-2-11.pdf
Accelerated solution of a moral hazard problem with Swift
by T Stef-Praun - Related articles
http://www.ncess.ac.uk/events/conference/2007/papers/paper173.pdf
Exercise 4:
Self-Organizing Maps
One important consideration is how large the neighborhood should be. ... Your task is to write the core algorithm in Matlab. Use a weight matrix of ... If you use a 10 × 2 matrix w to store the weights, then the following code ... able to see if the MP's votes actually reflect the traditional left right scale, and ...
http://www.nada.kth.se/kurser/kth/2D1432/2005/som.pdf
Lecture 2:
Mapping in Matlab
resent a key variable used to construct spatial weight matrices in spatial modeling. .... to reflect a gray-scale map rather than a color-coded map. This would be .... The presence of a large number of red points in the first quadrant are ..... An example of the Matlab code needed to sort the spatial econometric ...
http://www4.fe.uc.pt/spatial/doc/lecture2.pdf
MATLAB
code for plotting ambiguity functions - Aerospace and
...
A MATLAB code capable of plotting ambiguity functions of many different radar signals is presented. The program makes use of MATLAB's sparse matrix operations, and avoids loops. ... while sampling the signal with a sufficiently large sampling rate. ... to log-scale. The code could be easily modified to ...
http://www.eng.tau.ac.il/~nadav/pdf-files/mtlb_amb.pdf
Classifying Matrices with a Spectral
Regularization
by R Tomioka - Cited by 13
http://www.machinelearning.org/proceedings/icml2007/papers/401.pdf
Learning
Sparse Overcomplete Codes for Images
by JF Murray - Cited by 17
http://dsp.ucsd.edu/~jfmurray/publications/Murray2006.pdf
Programing
the Finite Element Method with Matlab
following Matlab code which sets the row and column of a matrix A to zero and puts one on the diagonal ... quickly add significant overhead when dealing with large systems (as is often ...... Image Processing Toolbox. toolbox/local. - Local function library. .... Diagonal scaling to improve eigenvalue accuracy. ...
http://www.math.mcmaster.ca/~bprotas/MATH745b/matlab_fem.pdf
Lab
Assignment 2 - CSE 337 Fall 2009
b) A report that shows, for each question, the respective matlab code, ... For example, for g=fspecial('gaussian', [3 3], 2) the matrix is not large enough, but ... ring factors sigma and different weighting factors alpha, as discussed in the ... Extra credit (+20%): Implement the multi-scale image enhancement ...
http://www.cs.sunysb.edu/~mueller/teaching/cse377/lab2.pdf
(Updated) Lab Assignment 2 - CSE 337/564, Fall 2007
b) A report that shows, for each question, the respective matlab code, ... Remember to make the filter matrix large enough. ... ring factors sigma and different weighting factors alpha, as discussed in the notes. ... Extra credit (+20%): Implement the multi-scale image enhancement framework discussed in class. ...
http://www.cs.sunysb.edu/~mueller/teaching/cse594/lab2_updated.pdf
Stroma
classification for neuroblastoma on graphics processors ...
Since this system operates on relatively large-scale images and ..... Table 1 Classification accuracy using different co-occurrence matrix sizes .... penalty for interpreting Matlab code at run-time gets reduced when more data per ... Finally, Table 5 shows how far the computational weight of each task depends on ...
http://inderscience.metapress.com/index/W3147537QQ67016X.pdf
Matlab Tool for Blind Superresolution version
1.0
The BSR code is divided into several Matlab functions (m-files). Each m-file header contains ... displays ordinary 2D matrices as gray-scale images and 3D matrices .... and/or misalignment of the LR images. Large values negatively affect the computational ... u lambda: Inverse weight of the image smoothness term. ...
http://staff.utia.cas.cz/sroubekf/toolbox/bsr_help.pdf?q=sroubekf/toolbox/bsr_help.pdf
Efficient MATLAB computations with sparse and
factored tensors
by BW Bader - 2006 - Cited by 45
http://www.prod.sandia.gov/cgi-bin/techlib/access-control.pl/2006/067592.pdf
Efficient
Representations in Matlab Made Easy - A tensor
array Toolbox
by EB Heiberg - Related articles
http://einar.heiberg.se/publications/pdf_open/paper3.pdf
Optimization
Tools for Radiation Treatment Planning in
Matlab
by MC Ferris - Cited by 1
http://pages.cs.wisc.edu/~ferris/papers/tools.pdf
Textural identification of carbonate rocks by
image processing and ...
by à Roberto Marmoa - 2005 - Cited by 2
http://voneural.na.infn.it/documents/Textural identification of carbonate rocks by image processing and neural network.pdf
Fast Local Algorithms for Large Scale Nonnegative
Matrix and ...
by A CICHOCKI - Cited by 5
http://www.bsp.brain.riken.jp/publications/2009/Cichocki-Phan-IEICE_col.pdf
IMAGE
segmentation has often been defined as the problem
by L Grady - 2006 - Cited by 175
http://cns-web.bu.edu/~lgrady/grady2006random.pdf
SLEP: A
Sparse Learning Package∗
10 Oct 2009 ... including machine learning, automatic control, and image compression. .... The main functions were written in Matlab, while the codes for Euclidean projections were ...... Wp: the computed weight matrix. • b: the computed bias .... A fast algorithm for large scale i1-regularized logistic regression. ...
http://www.public.asu.edu/~jye02/Software/SLEP/manual.pdf
MATLAB and graphical user interfaces: Tools for
experimental ...
by EM HARLEY - 2000 - Cited by 4
http://faculty.washington.edu/gloftus/Downloads/HL_BMRIC_00.pdf
Optimal Feed Forward MLPArchitecture for Off-Line Cursive Numeral
...
File Format: PDF/Adobe Acrobatby A Choudharyconverting the gray scale image into binary matrix. This binarization is done using logical operation on gray intensity ... program designed in MATLAB. The output is a binary image shown in Fig. 2(a). .... is the state of weight matrix at next iteration .... critical factor then the network having a large number of ...
http://www.enggjournals.com/ijcse/doc/IJCSE10-02-01-01S.pdf
Sparse Signal Representation: Image Compression
using Sparse ...
by G Reeves - Cited by 1
http://www.eecs.berkeley.edu/~ericb/school/sparse_sig06.pdf
Getting Started with MATLAB
MATLAB provides a large number of standard elementary mathematical .... MATLAB code. Use the MATLAB Editor or another text editor to create a file ..... MATLAB applies a common scale factor for the short and long formats. ..... Typically a given image matrix has a specific colormap associated with ...
http://www.bumatek.boun.edu.tr/orgnizasyon/download/MatlabGetstart_bumatek.pdf
Getting Started with MATLAB
MATLAB provides a large number of standard elementary mathematical .... MATLAB code. Use the MATLAB Editor or another text editor to create a file ..... MATLAB applies a common scale factor for the short and long formats. ...... Typically a given image matrix has a specific colormap associated with ...
http://www.serc.iisc.ernet.in/ComputingFacilities/software/getstart.pdf
Iterative
Kernel Principal Component Analysis for Image
Modeling
by KI Kim - 2005 - Cited by 74
http://eprints.pascal-network.org/archive/00000373/01/pami03.pdf
Geometrically
accurate time series of archived aerial images and
...
The first 2 digits in the flight code indicate the year of the .... P a diagonal weight matrix for the homogeniza- ..... difficult in large-scale images with forest only, if ..... program written in Basic and Matlab was used ...
http://www.metla.fi/silvafennica/full/sf40/sf401109.pdf
1 General
Instructions Summary
The weight of this exercise is 20%, which means that 20% of your total grade for .... put images are not gray-scale images. In this case the Matlab function rgb2gray ... returns a binary image in a matrix form processed as explained in the .... should have a relatively large value.) The most interesting Fourier ...
http://www.cs.tut.fi/~dkuva2/lab/fourier/fourier.pdf
Spectral
reordering of a range-dependent weighted random graph
by DJ Higham - 2005 - Cited by 11
http://imajna.oxfordjournals.org/cgi/reprint/25/3/443.pdf
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