Extraction of Classemes & PiCoDes

Software written by Alessandro Bergamo and Chen Fang. Please refer to the following papers for further details:


PiCoDes: Learning a Compact Code for Novel-Category Recognition,
Alessandro Bergamo, Lorenzo Torresani, and Andrew Fitzgibbon.
NIPS 2011.


Efficient Object Category Recognition Using Classemes,
Lorenzo Torresani, Martin Szummer, and Andrew Fitzgibbon.
ECCV 2010.


Download the software here.






Top-k image ranking

Software written by Mohammad Rastegari. Please refer to the following paper for further details:


Scalable Object-Class Retrieval with Approximate and Top-k Ranking,
Mohammad Rastegari*, Chen Fang*, and Lorenzo Torresani.
ICCV 2011.


Download the software here.






Domain Adaptation to Improve Object Categorization

Software written by Alessandro Bergamo. Please refer to the following paper for further details:


Exploiting weakly-labeled Web images to improve object classification:
a domain adaptation approach
,

Alessandro Bergamo, and Lorenzo Torresani.

NIPS 2010.


Download the software here.





Unsupervised Hierarchical Modeling of Locomotion Styles

Software written by Wei Pan. Please refer to the following paper for further details:


Unsupervised Hierarchical Modeling of Locomotion Styles,

Wei Pan, and Lorenzo Torresani.

ICML 2009.


Download the software here.





Graph Matching for Feature Correspondence

Software written by V. Kolmogorov implementing the dual decomposition method described in the following papers:


•  Feature Correspondence via Graph Matching: Models and Global Optimization,

   Lorenzo Torresani, Vladimir Kolmogorov, and Carsten Rother.

   ECCV 2008.
•  A Dual Decomposition Approach to Feature Correspondence,

   Lorenzo Torresani, Vladimir Kolmogorov, and Carsten Rother.
   IEEE Trans. on PAMI. Feb. 2013. Vol. 35, No. 2, pp. 259-271.


Download the software here.


Our energy files for the House and Hotel datasets (described in the paper) can be obtained here.





Non-rigid Structure from Motion

Software written by Lorenzo Torresani. Download the Matlab software here.

Follow the instructions included in the file 'readme.txt'. You might want to compile the cmex code for the function computeH on your platform (the .m version of this function is much slower): type 'mex computeH.c' in the Matlab Command Window (or 'mex computeH.c -l matlb' under Unix). You can test the software by running two demos: randomshapes_demo and shark_demo.


If you use this software for an academic publication, please cite one of the following papers:


•  Non-Rigid Structure-From-Motion: Estimating Shape and Motion with Hierarchical Priors,
    Lorenzo Torresani, Aaron Hertzmann, and Chris Bregler.

    IEEE Trans. on PAMI. May 2008. Vol. 30, No. 5. pp. 878-892.
Learning Non-Rigid 3D Shape from 2D Motion,
    Lorenzo Torresani, Aaron Hertzmann and Christoph

    NIPS 2003


Please let me know if you have any questions/comments about this software.