| Type |
Topic |
Name |
Reference |
Link |
| Code |
Structure from Motion |
Libmv |
|
http://code.google.com/p/libmv/ |
| Code |
Dimension reduction |
LLE |
|
Http://www.cs.nyu.edu/~roweis/lle/code.html |
| Code |
Clustering |
Spectral CLUSTERING-UCSD Project |
|
Http://vision.ucsd.edu/~sagarwal/spectral-0.2.tgz |
| Code |
Clustering |
K-means 323 Item-oxford Code |
|
Http://www.cs.ucf.edu/~vision/Code/vggkmeans.zip |
| Code |
Image deblurring |
Non-blind deblurring (and blind denoising) with integrated noise estimation |
U. Schmidt, K. Schelten, and S. Roth. Bayesian deblurring with integrated noise estimation, CVPR 2011 |
Http://www.gris.tu-darmstadt.de/research/visinf/software/index.en.htm |
| Code |
Structure from Motion |
Structure from Motion Toolbox to Matlab by Vincent Rabaud |
|
http://code.google.com/p/vincents-structure-from-motion-matlab-toolbox/ |
| Code |
Multiple View Geometry |
Matlab functions for multiple View Geometry |
|
http://www.robots.ox.ac.uk/~vgg/hzbook/code/ |
| Code |
Object detection |
Max-margin Hough Transform |
S. Maji and J. Malik, Object detection Using a max-margin Hough Transform. CVPR 2009 |
http://www.cs.berkeley.edu/~smaji/projects/max-margin-hough/ |
| Code |
Image segmentation |
SLIC Superpixels |
R. Achanta, A. Shaji, K. Smith, A. Lucchi, p. Fua, and S. Susstrunk, SLIC Superpixels, EPFL Technical, 2010 |
Http://ivrg.epfl.ch/supplementary_material/RK_SLICSuperpixels/index.html |
| Code |
Visual Tracking |
Tracking using Pixel-wise posteriors |
C. Bibby and I. Reid, tracking using Pixel-wise posteriors, ECCV 2008 |
Http://www.robots.ox.ac.uk/~cbibby/research_pwp.shtml |
| Code |
Visual Tracking |
Visual tracking with histograms and articulating Blocks |
S. M. shshed Nejhum, J. Ho, and M.-h.yang, Visual tracking with histograms and articulating Blocks, CVPR 2008 |
Http://www.cise.ufl.edu/~smshahed/tracking.htm |
| Code |
Sparse representation |
Robust Sparse coding for face recognition |
M. Yang, L. Zhang, J. Yang and D. Zhang, "robust Sparse coding for face recognition," CVPR 2011 |
Http://www4.comp.polyu.edu.hk/~cslzhang/code/RSC.zip |
| Code |
Feature Detection Andfeature Extraction |
Groups of adjacent contour segments |
V. Ferrari, L. Fevrier, F. Jurie, and C. Schmid, Groups of adjacent contour segments for Object detection, Pami, 2007 |
Http://www.robots.ox.ac.uk/~vgg/share/ferrari/release-kas-v102.tgz |
| Code |
Density estimation |
Kernel Density Estimation Toolbox |
|
Http://www.ics.uci.edu/~ihler/code/kde.html |
| Code |
Illumination, reflectance, and Shadow |
Ground Shadow Detection |
J.-f Lalonde, A. Efros, S. Narasimhan, detecting Ground shadowsin outdoor Consumer photographs, ECCV 2010 |
Http://www.jflalonde.org/software.html#shadowDetection |
| Code |
Image denoising,image super-resolution, Andimage deblurring |
Learning Models of Natural Image patches |
D. Zoran and Y. Weiss, from Learning Models of Natural image patches to Whole image restoration, ICCV, 2011 |
http://www.cs.huji.ac.il/~daniez/ |
| Code |
Illumination, reflectance, and Shadow |
Estimating Natural illumination from a single outdoor Image |
J-f. Lalonde, A. Efros, Narasimhan, estimating Natural illumination from A single outdoor Image, ICCV 2009 |
Http://www.cs.cmu.edu/~jlalonde/software.html#skyModel |
| Code |
Visual Tracking |
Lucas-kanade affine template Tracking |
S. Baker and I. Matthews, Lucas-kanade Years on:a Unifying Framework, IJCV 2002 |
Http://www.mathworks.com/matlabcentral/fileexchange/24677-lucas-kanade-affine-template-tracking |
| Code |
saliency detection |
