Theses

• Doretto, G.
  DYNAMIC TEXTURES: modeling, learning, synthesis, animation, segmentation, and recognition. Ph.D. Thesis, University of California, Los Angeles, CA, 2005. Committee: Adnan Darwiche, Petros Faloutsos, Demetri Terzopoulos, Ying Nian Wu, Stefano Soatto (Chair)
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• Doretto, G.
  Dynamic texture modeling. Master's Thesis, University of California, Los Angeles, CA,2002. Committee: Adnan Darwiche, Michael Dyer, Stefano Soatto (Chair).
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• Doretto, G.
  Frequency domain estimation of 3D motion parameters. Master's Thesis, University of Padua, Padua, Italy,1998. (In Italian)
  Telecom Italia Prize
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Book Chapters

• Doretto, G. and Soatto, S.
  From dynamic texture to dynamic shape and appearance models: An overview. In Mirmehdi, M., Xie, X., and Suri, J., editors, Handbook of texture analysis, Imperial College Press, 2008.
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• Doretto, G. and Soatto, S.
  Modeling dynamic scenes: An overview of dynamic textures. In Paragios, N., Chen, Y., and Faugeras, O., editors, Handbook of mathematical models in computer vision, pp. 343–357, Springer-Verlag, 2005.
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Journals

• Doretto, G. and Soatto, S.
  Dynamic shape and appearance models. IEEE Transactions on Pattern Analysis and Machine Intelligence, 28(12):2006–2019, IEEE Computer Society, Los Alamitos, CA, USA, 2006.
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• Doretto, G., Chiuso, A., Wu, Y. N., and Soatto, S.
  Dynamic textures. International Journal of Computer Vision, 51(2):91–109, 2003.
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• Lucchese, L., Doretto, G., and Cortelazzo, G. M.
  A frequency domain technique for range data registration. IEEE Transactions on Pattern Analysis and Machine Intelligence, 24(11):1468–1484, November 2002.
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Refereed Conferences

• Wu, H., Liu, X., and Doretto, G.
  Face alignment using boosted ranking models. In Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 2008.
  Oral Presentation
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• Tu, P., Sebastian, T., Doretto, G., Krahnstoever, N., Rittscher, J., and Yu, T.
  Unified crowd segmentation. In Proceedings of European Conference on Computer Vision, 2008.
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• Wang, X., Doretto, G., Sebastian, T. B., Rittscher, J., and Tu, P. H.
  Shape and appearance context modeling. In Proceedings of IEEE International Conference on Computer Vision, pp. 1–8, 2007.
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• Perera, A. G. A., Brooksby, G., Hoogs, A., and Doretto, G.
  Moving object segmentation using scene understanding. In Proceedings of IEEE Computer Society Workshop on Perceptual Organization in Computer Vision, pp. 201–208, New York City, NY, USA, June 17--22, 2006.
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• Chan, M. T., Hoogs, A., Bhotika, R., Perera, A., Schmiederer, J., and Doretto, G.
  Joint recognition of complex events and track matching. In Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, pp. 1615–1622, New York City, NY, USA, June 2006.
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• Chan, M. T., Hoogs, A., Sun, Z., Schmiederer, J., Bhotika, R., and Doretto, G.
  Event recognition with fragmented object tracks. In Proceedings of the International Conference on Pattern Recognition, pp. 412–416, August 20--24, 2006.
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• Doretto, G.
  Modeling dynamic scenes with active appearance. In Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, pp. 66–73, San Diego, CA, USA, June 2005.
  Oral Presentation
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• Doretto, G., Jones, E., and Soatto, S.
  Spatially homogeneous dynamic textures. In Proceedings of European Conference on Computer Vision, pp. 591–602, Prague, Czech Republic, May 2004.
  Oral Presentation
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• Doretto, G., Cremers, D., Favaro, P., and Soatto, S.
  Dynamic texture segmentation. In Proceedings of IEEE International Conference on Computer Vision, pp. 1236–1242, Nice, France, October 2003.
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• Doretto, G. and Soatto, S.
  Editable dynamic textures. In Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, pp. 137–142, Madison, Wisconsin, USA, June 2003.
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• Doretto, G. and Soatto, S.
  Towards plenoptic dynamic textures. In Proceedings of the 3rd International Workshop on Texture Analysis and Synthesis, pp. 25–30, Nice, France, October 2003.
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• Doretto, G. and Soatto, S.
  Editable dynamic textures. In Conference Abstracts and Applications of SIGGRAPH '02, pp. 177, San Antonio, Texas, USA, July 2002.
  Oral Presentation
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• Saisan, P., Doretto, G., Wu, Y. N., and Soatto, S.
  Dynamic texture recognition. In Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, pp. 58–63, Kauai, Hawaii, USA, December 2001.
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• Soatto, S., Doretto, G., and Wu, Y. N.
  Dynamic textures. In Proceedings of IEEE International Conference on Computer Vision, pp. 439–446, Vancouver, BC, Canada, July 2001.
  Oral Presentation
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• Cortelazzo, G. M., Doretto, G., and Lucchese, L.
  Free-form textured surfaces registration by a frequency domaintechnique. In Proceedings of IEEE International Conference on Image Processing, pp. 813–817, Chicago, IL, USA, October 1998.
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• Cortelazzo, G. M., Doretto, G., Lucchese, L., and Totaro, S.
  Three dimensional view registration by a frequency domain technique. In Proceedings of the European Signal Processing Conference, pp. 1289–1292, Island of Rhodes, Greece, September 1998.
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• Cortelazzo, G. M., Doretto, G., Lucchese, L., and Totaro, S.
  A frequency domain method for registration of range data. In Proceedings of the IEEE International Symposium on Circuits and Systems, pp. 518–521, Monterey, CA, USA, May 31--June 3, 1998.
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• Lucchese, L., Doretto, G., and Cortelazzo, G. M.
  Frequency domain estimation of 3D rigid motion based on range and intensity data. In Proceedings of the International Conference on 3D Digital Imaging and Modeling, pp. 107–112, Ottawa, Ontario, Canada, May 1997.
  Oral Presentation
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Other

• Doretto, G.
  Adaptive Dynamic Background Modeling. In Abstract Collection -- Statistical and Geometrical Approaches to Visual Motion Analysis, Schloss Dagstuhl - Leibniz-Zentrum fuer Informatik, Germany, Dagstuhl, Germany, 2008. (Abstract)
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• Tu, P. H., Doretto, G., Krahnstoever, N. O., Perera, A. A. G., Wheeler, F. W., Liu, X., Rittscher, J., Sebastian, T. B., Yu, T., and Harding, K. G.
  An intelligent video framework for homeland protection. In Proceedings of SPIE Defence and Security Symposium - Unattended Ground, Sea, and Air Sensor Technologies and Applications IX, Orlando, FL, USA, April 9--13, 2007. (Invited paper)
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• Tu, P., Wheeler, F., Krahnstoever, N., Sebastian, T., Rittscher, J., Liu, X., Perera, A., and Doretto, G.
  Surveillance video analytics for large camera networks. SPIE Newsroom, 2007.
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• Krahnstoever, N., Sebastian, T., Doretto, G., Tu, P., and Mahony, M.
  Intelligent video based detection and tracking of suicide bombers at standoff distances. In TSWG Explosives Detection Conference, Miami, FL, USA, June 12--16, 2006. (Abstract and poster)
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• Soatto, S., Doretto, G., and Wu, Y. N.
  Closed-form learning and synthesis of dynamic textures. In Workshop on the Convergence of Graphics, Vision, and Video, Berkeley, CA, USA, March 28--30, 2001. (Abstract and poster)
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Tech Reports

• Wu, H., Liu, X., and Doretto, G.
  Face alignment via boosted ranking models. Technical Report 2008GRC239, GE Global research, 2008. Visualization and Computer Vision Laboratory
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• Tu, P., Yu, T., Rittscher, J., Doretto, G., Krahnstoever, N., and Sebastian, T.
  Unified crowd segementation. Technical Report 2008GRC253, GE Global research, 2008. Visualization and Computer Vision Laboratory
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• Doretto, G. and Wang, X.
  Integral computations: A framework to compute fast region based features. Technical Report 2007GRC593, GE Global Research, 2007. Visualization and Computer Vision Laboratory
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• Doretto, G., Wang, X., Sebastian, T. B., Rittscher, J., and Tu, P.
  Shape and appearance context modeling: A fast framework for matching the appearance of people. Technical Report 2007GRC594, GE Global Research, 2007. Visualization and Computer Vision Laboratory
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• Tu, P., Doretto, G., Krahnstoever, N., Perera, A. G. A., Wheeler, F., Liu, X., Rittscher, J., Sebastian, T., Yu, T., and Harding, K.
  An intelligent video framework for homeland protection. Technical Report 2007GRC326, GE Global Research, 2007. Visualization and Computer Vision Laboratory
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• Chan, M., Hoogs, A., Sun, Z., Schmiederer, J., Bhotika, R., and Doretto, G.
  Event recognition with fragmented object tracks. Technical Report 2006GRC038, GE Global research, 2006. Visualization and Computer Vision Laboratory
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• Perera, A. G. A., Brooksby, G., Hoogs, A., Doretto, G., and Kaufhold, J.
  Moving object segmentation using scene understanding. Technical Report 2005GRC182, GE Global Research, 2005. Visualization and Computer Vision Laboratory
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• Kim, S. J., Doretto, G., Rittscher, J., Tu, P., and Pollefeys, M.
  A saliency model for active camera control. Technical Report 2005GRC591, GE Global Research, 2005. Visualization and Computer Vision Laboratory
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• Doretto, G. and Soatto, S.
  Modeling dynamic scenes with active appearance. Technical Report TR040053, UCLA Computer Science Department, 2004.
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• Doretto, G. and Soatto, S.
  Editable dynamic textures. Technical Report TR020001, UCLA Computer Science Department, 2002.
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• Doretto, G. and Soatto, S.
  Towards plenoptic dynamic textures. Technical Report TR020043, UCLA Computer Science Department, 2002.
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• Doretto, G., Pundir, P., Wu, Y. N., and Soatto, S.
  Dynamic textures. Technical Report TR200032, UCLA Computer Science Department, 2000.
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