| 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個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 for 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 Report, 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. A. Efros, S. G. 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. A. Efros, S. G. 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 20 Years On: A Unifying Framework, IJCV 2002 |
http://www.mathworks.com/matlabcentral/fileexchange/24677-lucas-kanade-affine-template-tracking |
| Code |
Saliency Detection |
