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MATLAB CODE FOR COMPUTER VISION

Posted by Hemprasad Y. Badgujar on February 5, 2015


  • CGI or Photo? [download]
  • Clutter: quantify the amount of clutter in an image. [download]
  • Derivative Filters. [download]
  • Fractional Differentiation. [download]
  • Fractional Fourier Transform. [download]
  • Gamma Correction: blind removal of gamma correction. [download]
  • ICA: separating reflections. [download]
  • Phototop: surface topography from unconstrained photos. [download]
  • Q: an interface to Matlab for manipulating and analyzing digital images. [download]
  • Qr: image registration. [download]
  • Q5: probabilistic disease classification mass spectrometry. [download]
  • SPHARM: 3-D spherical harmonic analyses on triangular mesh surfaces. [download]
  • Steerable wedge filters. [download]
  • Steganalysis. [download]
  • Wild-ID: pattern extraction and matching for use in photographic mark-recapture studies. [download]
    • Sparse representation-based image decomposition: MCALab

    §  1D and 2D Morphological Component Analysis,

    §  Screen shots.

    §  Downloads:

    §  Matlab toolbox NEW version.

    §  C++ toolbox NEW.

    §  Multichannel GMCA.

    • Sparse representation-based image inpainting
  • Sparse representation-based linear inverse problems
  • Sparse representation-based image denoising
  • Structural and random noise modeling.
  • Parametric, non-parametric and semi-parametric linear models estimation.
  • Parametric and non-parametric inference.
  • Spatio-temporal multi-scale processes.
  • NIH Human Brain Project page: Wavelets, fractals and fMRI of brain adaptivity.
  • Basler Camera Scout series 

  • http://www.baslerweb.com/products/scout.html

  • Active Learning for Solving the Incomplete Data Problem in Facial Age Classification by the Furthest Nearest-Neighbor Criterion
    Jian-Gang Wang ; Sung, E. ; Wei-Yun Yau ;
    IEEE Transactions on Image Processing, July 2011, Volume : 20 , Issue:7, pp. 2049 – 2062
    DOI: 10.1109/TIP.2011.2106794

  • Image Processing – Algorithms
    http://www.efg2.com/Lab/Library/ImageProcessing/Algorithms.htm
     

  • Perceptually-Plausible Conversion of Images to Grayscale
    http://dcgi.felk.cvut.cz/home/cadikm/color_to_gray/
  • Particle

    Saliency

  • https://sites.google.com/site/zhengvision/
  • Sparse representation-based image denoising
    http://www.greyc.ensicaen.fr/~jfadili/software.html
  • A no-reference objective image sharpness metric based on the notion of Just Noticeable Blur (JNB)
    R. Ferzli and L. J. Karam
    IEEE Transactions on Image Processing, vol. 18, pp. 717-728, Apr. 2009
    PDF: http://enpub.fulton.asu.edu/ivu/Papers/2009/FerzliKaram_JNB_TIP_Apr09.pdf
    software: http://ivulab.asu.edu/metadot/index.pl?iid=2487&isa=Category
  • GLARE OR UNWANTED LIGHT REDUCTION
    Subclass of: 359 – Optical: systems and elements
    http://www.faqs.org/patents/class/000499996
  • Visual Quality
    http://ivulab.asu.edu/metadot/index.pl?iid=2480
     
  • Lab 10b – Image Processing (part 2)
    http://cnx.org/content/m18092/latest/
  • No-reference Perceptual Blur Metric
    Pina Marziliano, Frederic Dufaux, Stefan Winkler and Touradj Ebrahimi
    IEEE 2002 International Conference on Image Processing
    http://stefan.winklerbros.net/Publications/icip2002.pdf
  • Local scale control for edge detection and blur estimation
    J. H. Elder and S. W. Zucker
    IEEE Trans. on Pattern Analysis and Machine Intelligence, 20(7):699–716, July 1998
    DOI: 10.1109/34.689301
    http://ieeexplore.ieee.org/xpl/freeabs_all.jsp?arnumber=689301
    PDF: http://www.elderlab.yorku.ca/~elder/publications/journals/ElderPAMI98.pdf
  • James Elder
    http://www.elderlab.yorku.ca/~elder/
  • A No-Reference Perceptual Quality Metric based on cumulative probability of blur detection
    N. D. Narvekar, and L. J. Karam
    First International Workshop on Quality of Multimedia Experience-09, pp. 87-91, July 2009
    Pdf: http://enpub.fulton.asu.edu/ivu/Software/CPBDM/vpqm_p27_cpbd.pdf
    Software: http://ivulab.asu.edu/Quality/CPBD
  • An Improved No-Reference Sharpness Metric Based on the Probability of Blur Detection
    Niranjan D. Narvekar and Lina J. Karam
    International Workshop on Video Processing and Quality Metrics for Consumer Electronics (VPQM), January 2010,
    PDF: http://enpub.fulton.asu.edu/ivu/Software/CPBDM/vpqm_p27_cpbd.pdf
    Software: http://ivulab.asu.edu/Quality/CPBD
  • What makes an image memorable?
    Phillip Isola Jianxiong Xiao Antonio Torralba Aude Oliva
    http://cvcl.mit.edu/papers/IsolaXiaoTorralbaOliva-PredictingImageMemory-CVPR2011.pdf
  • Image super-resolution via sparse representation
    Jianchao Yang, John Wright, Thomas Huang, and Yi Ma
    IEEE Transactions on Image Processing, vol. 19, issue 11, November 2010
    DOI: 10.1109/TIP.2010.2050625
    http://ieeexplore.ieee.org/xpl/freeabs_all.jsp?arnumber=5466111
    Code: http://www.ifp.illinois.edu/~jyang29/codes/ScSR.rar

  • A simple object detector with boosting
    ICCV 2005 short courses on Recognizing and Learning Object Categories
    http://people.csail.mit.edu/torralba/shortCourseRLOC/boosting/boosting.html

  • Efficient Belief Propagation for Early Vision
    Pedro F. Felzenszwalb and Daniel P. Huttenlocher
    International Journal of Computer Vision, Vol. 70, No. 1, October 2006
    http://people.cs.uchicago.edu/~pff/bp/

  • Boundary Learning by Optimization with Topological Constraints
    V. Jain, B. Bollmann, M. Richardson, D.R. Berger, M.N. Helmstaedter, K.L. Briggman, W. Denk, J.B. Bowden, J.M. Mendenhall, W.C. Abraham, K.M. Harris, N. Kasthuri, K.J. Hayworth, R. Schalek, J.C. Tapia, J.W. Lichtman, S.H. Seung
    IEEE Conference on Computer Vision and Pattern Recognition (CVPR2010), pp. 2488-2495
    http://fiji.sc/wiki/index.php/Topology_preserving_warping_error
  • MATLAB Toolbox
    http://www.mathworks.com/matlabcentral/fileexchange/27912-vuvuzela-sound-denoising-algorithm

  • The Antialiased Textural Analysis of Aeromagnetic Data
    G.R.J. Cooper
    Computers & Geosciences, Volume 35, Issue 3, March 2009, Pages 586-591
    http://dx.doi.org/10.1016/j.cageo.2008.04.009
  • Improved Adaptive Gaussian Mixture Model for Background Subtraction
    Zoran Zivkovic
    Proceedings of the 17th International Conference on Pattern Recognition, 2004 (ICPR 2004), August 23-26 2004, pp. 28-31
    DOI: 10.1109/ICPR.2004.1333992
    http://ieeexplore.ieee.org/xpl/freeabs_all.jsp?arnumber=1333992

  • Dynamic Solid State Lighting
    M. Aldrich
    Master’s Thesis, Massachusetts Institute of Technology (2010)
    http://www.media.mit.edu/resenv/lighting/
  • Scale-Space and Edge Detection Using Anisotropic Diffusion.
    P. Perona and J. Malik.
    IEEE Transactions on Pattern Analysis and Machine Intelligence, 12(7):629-639, July 1990.

  • pspectro: Photometric and Colorimetric Calculations
    http://www.mathworks.com/matlabcentral/fileexchange/28185-pspectro-photometric-and-colorimetric-calculations
  • The CIFAR-10 dataset consists of 60000 32×32 colour images in 10 classes, with 6000 images per class. There are 50000 training images and 10000 test images.

  • http://www.cs.toronto.edu/~kriz/cifar.html

  • Texture classification test suites
    http://www.outex.oulu.fi/index.php?page=classification
  • Test Images for Wallflower Paper
    http://research.microsoft.com/en-us/um/people/jckrumm/wallflower/testimages.htm
  • Archive Facedatabase
    http://www.cl.cam.ac.uk/research/dtg/attarchive/facedatabase.html?
  • DATASET OF STANDARD 512X512 GRAYSCALE TEST IMAGES
    http://decsai.ugr.es/cvg/CG/base.htm
  • Datasets for Computer Vision Research
    http://www-cvr.ai.uiuc.edu/ponce_grp/data/index.html
  • WILLOW HOME – Software/Datasets
    http://www.di.ens.fr/willow/software.php
    Publications: http://www.di.ens.fr/willow/publications/YearOnly/publications.html
  • Minh DO – Software
    http://www.ifp.illinois.edu/~minhdo/software/
  • Truong Nguyen (Professor of Electrical Engineering, University of California, San Diego, USA)
    http://circuit.ucsd.edu/~nguyent/
  • Truong Nguyen (Professor of Electrical Engineering, University of California, San Diego, USA)
    http://circuit.ucsd.edu/~nguyent/
  • Welcome to Video Processing Lab (University of California, San Diego, USA)
    http://videoprocessing.ucsd.edu/
  • PDTDFB Toolbox
    http://www.mathworks.com/matlabcentral/fileexchange/22398-pdtdfb-toolbox
  • Minh DO – Software
    http://www.ifp.illinois.edu/~minhdo/software/
  • October 2011 – BHC

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