Marco Andreetto

Vision Group
Electrical Engineering Department
California Institute of Technology
Pasadena, CA., 91125, United States

E-mail: marco <at> vision <dot > caltech <dot> edu

I completed my Ph.D. in Electircal Enginnering at the California Institute of Technology. My Ph.D. thesis is available for download here, while the corresponding Matlab code is here. My research activity is about object recognition; in particular I am working on algorithms for the automatic creation of semantic structures for visual data. My previous research activity was about 3D modeling of real objects. In particular, I worked on automatic registration of range and volumetric data, and on construction of 3D model using inexpensive hardware (common 2D cameras). More information about me can be found on my resume.

Publications

    

Journals

               


M. Andreetto, L. Zelnik-Manor, and P. Perona, “Unsupervised Learning of Categorical Segments in Image Collections”, IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), vol. 34, no. 9, pp. 1842-1855, September 2012. (Abstract, PDF, PDF extended version, Matlab code).

N. Brusco, M. Andreetto, L. Lucchese, S. Carmignato, and G. M. Cortelazzo, “Metrological Validation for 3D Modeling of Dental Plaster Casts”, Medical Engineering and Physics (MEP), vol 29, no. 9, pp 954-966, November 2007. (LINK)

S. Savarese, M. Andreetto, H. Rushmeier, F. Bernardini, and P. Perona, “3D Reconstruction by Shadow Carving: Theory and Practical Evaluation”, International Journal of Computer Vision (IJCV), vol 71, no. 3, pp. 305-336, March 2007. (PDF) (Project page)

M. Andreetto, N. Brusco, and G. M. Cortelazzo, “Automatic 3D Modeling of Textured Cultural Heritage Objects”, IEEE Transactions on Image Processing (TIP), vol. 13, no. 3, pp. 354-369, March 2004. (PDF)

Conferences


M. Andreetto, H. Adam, A. Bissacco, F. Brucher, U. Buddemeier, L. Jin, Y. Li, A. Pillai, ans H. Neven, “Building a Large Scale Visual Index of Landmarks and Deployong a Fast Recognition Index”, Information Processing Society of Japan, Special Interest Group on Computer Vision and Image Media (IPSJ SIG-CVIM), Tokyo, Japan, Mar. 2012. (Invited Talk)

M. Andreetto, L. Zelnik-Manor, and P. Perona, “Unsupervised Learning of Categorical Segments in Image Collections”, Sixth IEEE Computer Society Workshop on Perceptual Organization  in Computer Vision (POCV08), in Computer Vision and Pattern Recognition  (CVPR08), Anchorage, Alaska, Jun. 2008. (PDF) (Presentation Slides)

M. Andreetto, L. Zelnik-Manor, and P. Perona, “Non-parametric Probabilistic Image Segmentation”, Eleventh IEEE International Conference on Computer Vision (ICCV07), Rio de Janeiro, Brazil, Oct. 2007. (PDF) (Project page)

M. Andreetto, S. Savarese, and P. Perona, “Carving from Ray-tracing Constraints: IRT-carving”, Third International Symposium on 3D Data Processing Visualization and Transmission (3DPVT06), Chapel Hill, USA, Jun. 2006. (PDF) (Project page)

N. Brusco, M. Andreetto, A. Giorgi, and G. M. Cortelazzo, “3D-Registration by Textured Spin-Images”, The 5th International Conference on 3-D Digital Imaging and Modeling (3DIM05), Ottawa, Ontario, Canada, June 13-16, 2005, pp 262-269. (PDF)

M. Andreetto, L. Lucchese, and G. M. Cortelazzo, “Frequency Domain Registration of Computer Tomography Data”, Second International Symposium on 3D Data Processing Visualization and Transmission (3DPVT04), Thessaloniki, Greece, Sep. 2004, pp 550-557. (PDF)

N. Brusco, M. Andreetto, S. Carmignato, and G. M. Cortelazzo, “Metrological analysis of a procedure for the automatic 3D modeling of dental plaster casts”, Second International Symposium on 3D Data Processing Visualization and Transmission (3DPVT04), Thessaloniki, Greece, Sep. 2004, pp 592-599. (PDF)

M. Andreetto, N. Brusco, and G. M. Cortelazzo, “Automatic 3D Modeling of Palatal Plaster Casts”, The 4th International Conference on 3-D Digital Imaging and Modeling (3DIM03), Banff, Alberta, Canada, 2003, pp. 168-173. (PDF)

M. Andreetto, N. Brusco, and G. M. Cortelazzo, “Automatic 3D Modeling of Archaeological Objects”, IEEE Workshop on Applications of Computer Vision in Archaeology (ACVA03), in Conference on Computer Vision and Pattern Recognition (CVPR03), Madison, Wisconsin, Jun. 2003. (PDF)

M. Andreetto, R. Bernardini G. M. Cortelazzo, and L. Lucchese, “Towards automatic modeling of 3D cultural heritage”, Proceedings International Conference on Image Processing (ICIP01), 2001. Thessaloniki, Greece, Oct. 2001, Volume 1, pp 574 - 577. (PDF)
PhD Thesis
M. Andreetto, “Unsupervised Learning of Categorical Segments in Image Collections”, Ph.D. Thesis, Dept. of Electrical Engineering, California Institute of Technology, 2011. (PDF, Matlab code)