Full list of publications available in Google Scholar

2021

  1. CVPRW
    Fine-Grained Visual Classification of Plant Species In The Wild: Object Detection as A Reinforced Means of Attention Keaton, M. R., Zaveri, R. J., Kovur, M., Henderson, C., Adjeroh, D. A., and Doretto, G. In Proceedings of the IEEE CVPR Workshop on Fine-Grained Visual Categorization, 2021. abstract bibTeX arXiv data
  2. Coronary artery disease phenotype detection in an academic hospital system setting Joseph, A., Mullett, C., Lilly, C., Armistead, M., Cox, H. J., Denney, M., Varma, M., Rich, D., Adjeroh, D. A., Doretto, G., Neal, W., and Pyles, L. A. Applied Clinical Informatics, 2021. abstract bibTeX

2020

  1. BB
    Deep learning for biological age estimation Ashiqur Rahman, S., Giacobbi, P., Pyles, L., Mullett, C., Doretto, G., and Adjeroh, D. A. Briefings in Bioinformatics, 2020. abstract bibTeX
  2. CVPR
    Adversarial Latent Autoencoders Pidhorskyi, S., Adjeroh, D. A., and Doretto, G. In Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 2020. abstract bibTeX arXiv pdf code

2019

  1. CVPRW
    Unsupervised Learning of Paired Style Statistics for Unpaired Image Translation Motiian, S., Jones, Q., Pidhorskyi, S., and Doretto, G. In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019. abstract bibTeX pdf

2018

  1. arXiv
    syGlass: Interactive Exploration of Multidimensional Images Using Virtual Reality Head-mounted Displays Pidhorskyi, S., Morehead, M., Jones, Q., Spirou, G., and Doretto, G. arXiv.org:1804.08197, 2018. abstract bibTeX arXiv pdf
  2. NeurIPS
    Generative probabilistic novelty detection with adversarial autoencoders Pidhorskyi, S., Almohsen, R., Adjeroh, D., and Doretto, G. In Neural Information Processing Systems, 2018. abstract bibTeX arXiv pdf code
  3. ACCV
    Deep supervised hashing with spherical embedding Pidhorskyi, S., Jones, Q., Motiian, S., Adjeroh, D., and Doretto, G. In Proceedings of The Asian Conference on Computer Vision, 2018. abstract bibTeX pdf

2017

  1. NIPS
    Few-shot adversarial domain adaptation Motiian, S., Jones, Q., Iranmanesh, S. M., and Doretto, G. In Advances in Neural Information Processing Systems, 2017. abstract bibTeX arXiv pdf
  2. ICCV
    Unified deep supervised domain adaptation andgeneralization Motiian, S., Piccirilli, M., and Adjeroh, G. In Proceedings of IEEE International Conference on Computer Vision, 2017. bibTeX arXiv pdf webpage code
  3. TCSVT
    Online Human Interaction Detection and Recognition with Multiple Cameras Motiian, S., Siyahjani, F., Almohsen, R., and Doretto, G. IEEE Transactions on Circuits and Systems for Video Technology, 2017. abstract bibTeX pdf
  4. PlorOne
    A framework for analyzing the whole-body surface area from a single view Piccirilli, M., Doretto, G., and Adjeroh, D. Plos One, 2017. abstract bibTeX pdf

2016

  1. Rapid and semiautomatedextraction of neuronal cell bodies and nuclei from electron microscopy image stacks Holcomb, P. S., Morehead, M., Doretto, G., Chen, P., Berg, S., Plaza, S., and Spirou, G. Methods in Molecular Biology, 2016. abstract bibTeX pdf
  2. ECCV
    Information bottleneck domain adaptation with privileged information forvisual recognition Motiian, S., and Doretto, G. In Proceedings of European Conference on Computer Vision, 2016. abstract bibTeX pdf
  3. CVPR
    Information bottleneck learning using privilegedinformation for visual recognition Motiian, S., Piccirilli, M., Adjeroh, D., and Doretto, G. In Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 2016. abstract bibTeX pdf
  4. Automated classification of vowel category and speaker type in the high-frequency spectrum Donai, J. J., Motiian, S., and Doretto, G. Audiology Research, 2016. abstract bibTeX pdf
  5. IEEESJ
    A Mobile Structured Light System for 3D Face Acquisition Piccirilli, M., Doretto, G., Ross, A., and Adjeroh, D. IEEE Sensors Journal, 2016. abstract bibTeX pdf

2015

  1. ICCV
    A Supervised Low-rank Method for Learning Invariant Subspaces Siyahjani, F., Almohsen, R., Sabri, S., and Doretto, G. In Proceedings of IEEE International Conference on Computer Vision, 2015. abstract bibTeX pdf
  2. BMEoL
    Automated Extraction and Validation of Children’s Gait Parameters with the Kinect Motiian, S., Pergami, P., Guffey, K., Mancinelli, C. A., and Doretto, G. BioMedical Engineering OnLine, 2015. abstract bibTeX pdf

2014

  1. Dynamical Systems in Video Analysis Doretto, G., Ravichandran, A., Vidal, R., and Soatto, S. In Academic Press Library in Signal Processing, 2014. bibTeX
  2. 3DUI
    BrainTrek: An Immersive Environment for Investigating Neuronal Tissue Morehead, M., Jones, Q., Blatt, J., Holcomb, P., Schultz, J., DeFanti, T., Ellisman, M., Doretto, G., and Spirou, G. A. In Proceedings of the IEEE Symposium on 3D User Interfaces, 2014. abstract bibTeX pdf
  3. ICME
    Online Geometric Human Interaction Segmentation and Recognition Siyahjani, F., Motiian, S., Bharthavarapu, H., Sharlemin, S., and Doretto, G. In Proceedings of IEEE International Conference on Multimedia and Expo, 2014. abstract bibTeX pdf
  4. System and method to manage delivery of healthcare to a patient Johnson, C., Akbay, K., Day, A., Doretto, G., Tu, P. H., Dulgeroglu, O., Peterson, M., and Toledano, D. U.S. Patent 8,799,008 B2, Issued aug 5, 2014. abstract bibTeX html

2013

  1. ISVC
    Pairwise Kernels for Human Interaction Recognition Motiian, S., Feng, K., Bharthavarapu, H., Sharlemin, S., and Doretto, G. In Advances in Visual Computing, 2013. Oral abstract bibTeX pdf html
  2. Virtual simulator for testing a vision based pose estimation system for autonomous capture of satellites with interface rings Velasquez, A. F., Marani, G., Evans, T., Napolitano, M. R., Christian, J. A., and Doretto, G. In 21st Mediterranean Conference on Control and Automation (MED), 2013. Oral abstract bibTeX pdf
  3. Identifying descriptor for person or object in an image Doretto, G., Wang, X., Sebastian, T., Rittscher, J., and Tu, P. H. U.S. Patent 8,452,096 B2, Issued may 28, 2013. abstract bibTeX html
  4. Identifying descriptor for person and object in an image Doretto, G., Wang, X., Sebastian, T., Rittscher, J., and Tu, P. H. U.S. Patent 8,457,406 B2, Issued jun 4, 2013. abstract bibTeX html
  5. Method and system for crowd segmentation Tu, P. H., Turner, K. R., Rittscher, J., Sebastian, T. B., Krahnstoever, N. O., Doretto, G., and Yu, T. U.S. Patent 8,355,576 B2, Issued jan 15, 2013. abstract bibTeX html

2012

  1. PRL
    M-VIVIE: A multi-thread video indexer via identity extraction De Marsico, M., Doretto, G., and Riccio, D. Pattern Recognition Letters, 2012. abstract bibTeX pdf html
  2. ACCV
    Learning a Context Aware Dictionary for Sparse Representation Siyahjani, F., and Doretto, G. In Proceedings of The Asian Conference on Computer Vision, 2012. Oral abstract bibTeX pdf
  3. Device and method for fast computation of region based image features Doretto, G., Wang, X., Sebastian, T., Rittscher, J., and Tu, P. H. U.S. Patent 8,184,915 B2, Issued may 22, 2012. abstract bibTeX html
  4. Identifying descriptor for person or object in an image Doretto, G., Wang, X., Sebastian, T., Rittscher, J., and Tu, P. H. U.S. Patent 8,165,397 B2, Issued apr 24, 2012. abstract bibTeX html
  5. Device and method for detecting targets in images based on user-defined classifiers Tu, P. H., Krahnstoever, N., Rittscher, J., and Doretto, G. U.S. Patent 8,295,543 B2, Issued oct 23, 2012. bibTeX html
  6. Detecting and tracking targets in images based on estimated target geometry Krahnstoever, N., Tu, P H.., Doretto, G., and Perera, A. G. A. U.S. Patent 8,320,613 B2, Issued nov 27, 2012. bibTeX html

2011

  1. JAIHC
    Appearance-based person reidentification in camera networks: problem overview and current approaches Doretto, G., Sebastian, T., Tu, P., and Rittscher, J. Journal of Ambient Intelligence and Humanized Computing, 2011. abstract bibTeX pdf html
  2. ISVC
    Multi-class Object Layout with Unsupervised Image Classification and Object Localization Lim, S., Doretto, G., and Rittscher, J. In International Symposium on Visual Computing, 2011. Oral abstract bibTeX pdf
  3. Video Analytics for Force Protection Tu, P.H., Brooksby, G.W., Doretto, G., Hamilton, D.W., Krahnstoever, N., Laflan, J.B., Liu, X., Patwardhan, K.A., Sebastian, T., Tong, Y., Tu, J., Wheeler, F.W., Wynnyk, C. M., Yao, Y., and Yu, T. In Distributed Video Sensor Networks, 2011. abstract bibTeX pdf html
  4. System, Method And Program Product For Camera-Based Object Analysis Doretto, G., and Yi, Y. U.S. Patent 7,953,245 B2, Issued may 31, 2011. bibTeX html
  5. Standoff detection systems and methods Tu, P. H., Thomenius, K. E., Krahnstoever, N. O., Rittscher, J., Hill, J. C., Doretto, G., Sebastian, T. B., and Ashe, J. M. U.S. Patent 7,885,429 B2, Issued feb 8, 2011. bibTeX html

2010

  1. CVPR
    Region Moments: Fast invariant descriptors for detecting small image structures Doretto, G., and Yao, Y. In Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 2010. abstract bibTeX pdf
  2. ECCVW
    Object Constellations: Scalable, simultaneous detection and recognition of multiple specific objects Lim, S., Doretto, G., and Rittscher, J. In Proceedings of the ECCV Workshop on Vision for Cognitive Tasks, 2010. Oral abstract bibTeX pdf
  3. CVPR
    Boosting for transfer learning with multiple sources Yao, Y., and Doretto, G. In Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 2010. abstract bibTeX pdf
  4. Method and system for performing image re-identification Tu, P. H., Sebastian, T. B., Rittscher, J., Krahnstoever, N. O., Doretto, G., and Liu, X. U.S. Patent 7,711,146 B2, Issued may 4, 2010. abstract bibTeX html

2009

  1. Fast invariant region descriptors based on moments of image features Doretto, G., and Yao, Y. Technical Report 2009GRC355, GE Global Research, 2009. Visualization and Computer Vision Laboratory bibTeX
  2. AVSS
    A model change detection approach to dynamic scene modeling Kim, S. J., Doretto, G., Rittscher, J., Tu, P., Krahnstoever, N., and Pollefeys, M. In IEEE International Conference on Advanced Video and Signal Based Surveillance, 2009. Oral abstract bibTeX pdf
  3. AVSS
    Intelligent video for protecting crowded sports venues Krahnstoever, N., Tu, P., Yu, T., Patwardhan, K., Hamilton, D., Yu, B., Greco, C., and Doretto, G. In IEEE International Conference on Advanced Video and Signal Based Surveillance, 2009. (Invited paper) Oral bibTeX pdf
  4. Boosting for transfer learning with multiple sources Yao, Y., and Doretto, G. Technical Report 2009GRC1080, GE Global research, 2009. Visualization and Computer Vision Laboratory bibTeX

2008

  1. Adaptive Dynamic Background Modeling Doretto, G. In Abstract Collection – Statistical and Geometrical Approaches to Visual Motion Analysis, 2008. (Abstract) Oral bibTeX html
  2. From dynamic texture to dynamic shape and appearance models: An overview Doretto, G., and Soatto, S. In Handbook of texture analysis, 2008. abstract bibTeX pdf
  3. ECCV
    Unified crowd segmentation Tu, P., Sebastian, T., Doretto, G., Krahnstoever, N., Rittscher, J., and Yu, T. In Proceedings of European Conference on Computer Vision, 2008. abstract bibTeX pdf
  4. Unified crowd segementation Tu, P., Yu, T., Rittscher, J., Doretto, G., Krahnstoever, N., and Sebastian, T. Technical Report 2008GRC253, GE Global research, 2008. Visualization and Computer Vision Laboratory bibTeX
  5. CVPR
    Face alignment using boosted ranking models Wu, H., Liu, X., and Doretto, G. In Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 2008. Oral abstract bibTeX pdf
  6. Face alignment via boosted ranking models Wu, H., Liu, X., and Doretto, G. Technical Report 2008GRC239, GE Global research, 2008. Visualization and Computer Vision Laboratory abstract bibTeX

2007

  1. Integral computations: A framework to compute fast region based features Doretto, G., and Wang, X. Technical Report 2007GRC593, GE Global Research, 2007. Visualization and Computer Vision Laboratory abstract bibTeX
  2. Shape and appearance context modeling: A fast framework for matching the appearance of people Doretto, G., Wang, X., Sebastian, T. B., Rittscher, J., and Tu, P. Technical Report 2007GRC594, GE Global Research, 2007. Visualization and Computer Vision Laboratory abstract bibTeX
  3. An intelligent video framework for homeland protection Tu, P., Doretto, G., Krahnstoever, N., Perera, A. G. A., Wheeler, F., Liu, X., Rittscher, J., Sebastian, T., Yu, T., and Harding, K. Technical Report 2007GRC326, GE Global Research, 2007. Visualization and Computer Vision Laboratory abstract bibTeX
  4. Surveillance video analytics for large camera networks Tu, P., Wheeler, F., Krahnstoever, N., Sebastian, T., Rittscher, J., Liu, X., Perera, A., and Doretto, G. In SPIE Newsroom, 2007. bibTeX pdf html
  5. SPIE DSS
    An intelligent video framework for homeland protection 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. In Proceedings of SPIE Defence and Security Symposium - Unattended Ground, Sea, and Air Sensor Technologies and Applications IX, 2007. (Invited paper) abstract bibTeX pdf
  6. ICCV
    Shape and appearance context modeling Wang, X., Doretto, G., Sebastian, T. B., Rittscher, J., and Tu, P. H. In Proceedings of IEEE International Conference on Computer Vision, 2007. abstract bibTeX pdf

2006

  1. Event recognition with fragmented object tracks Chan, M., Hoogs, A., Sun, Z., Schmiederer, J., Bhotika, R., and Doretto, G. Technical Report 2006GRC038, GE Global research, 2006. Visualization and Computer Vision Laboratory abstract bibTeX
  2. CVPR
    Joint recognition of complex events and track matching Chan, M. T., Hoogs, A., Bhotika, R., Perera, A., Schmiederer, J., and Doretto, G. In Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 2006. abstract bibTeX pdf
  3. ICPR
    Event recognition with fragmented object tracks Chan, M. T., Hoogs, A., Sun, Z., Schmiederer, J., Bhotika, R., and Doretto, G. In Proceedings of the International Conference on Pattern Recognition, 2006. abstract bibTeX pdf
  4. Modeling dynamic scenes: An overview of dynamic textures Doretto, G., and Soatto, S. In Handbook of mathematical models in computer vision, 2006. abstract bibTeX pdf
  5. TPAMI
    Dynamic shape and appearance models Doretto, G., and Soatto, S. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2006. abstract bibTeX pdf
  6. Intelligent video based detection and tracking of suicide bombers at standoff distances Krahnstoever, N., Sebastian, T., Doretto, G., Tu, P., and Mahony, M. In TSWG Explosives Detection Conference, 2006. (Abstract and poster) abstract bibTeX
  7. CVPRW
    Moving object segmentation using scene understanding Perera, A. G. A., Brooksby, G., Hoogs, A., and Doretto, G. In Proceedings of IEEE Computer Society Workshop on Perceptual Organization in Computer Vision, 2006. abstract bibTeX pdf

2005

  1. CVPR
    Modeling dynamic scenes with active appearance Doretto, G. In Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 2005. Oral abstract bibTeX pdf
  2. DYNAMIC TEXTURES: modeling, learning, synthesis, animation, segmentation, and recognition Doretto, G. Ph.D. Thesis, University of California, Los Angeles, CA, 2005. Committee: Adnan Darwiche, Petros Faloutsos, Demetri Terzopoulos, Ying Nian Wu, Stefano Soatto (Chair) abstract bibTeX pdf
  3. A saliency model for active camera control Kim, S. J., Doretto, G., Rittscher, J., Tu, P., and Pollefeys, M. Technical Report 2005GRC591, GE Global Research, 2005. Visualization and Computer Vision Laboratory abstract bibTeX
  4. Moving object segmentation using scene understanding Perera, A. G. A., Brooksby, G., Hoogs, A., Doretto, G., and Kaufhold, J. Technical Report 2005GRC182, GE Global Research, 2005. Visualization and Computer Vision Laboratory abstract bibTeX

2004

  1. ECCV
    Spatially homogeneous dynamic textures Doretto, G., Jones, E., and Soatto, S. In Proceedings of European Conference on Computer Vision, 2004. Oral abstract bibTeX pdf
  2. Modeling dynamic scenes with active appearance Doretto, G., and Soatto, S. Technical Report TR040053, UCLA Computer Science Department, 2004. abstract bibTeX pdf

2003

  1. IJCV
    Dynamic textures Doretto, G., Chiuso, A., Wu, Y. N., and Soatto, S. International Journal of Computer Vision, 2003. abstract bibTeX pdf
  2. ICCV
    Dynamic texture segmentation Doretto, G., Cremers, D., Favaro, P., and Soatto, S. In Proceedings of IEEE International Conference on Computer Vision, 2003. abstract bibTeX pdf
  3. CVPR
    Editable dynamic textures Doretto, G., and Soatto, S. In Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 2003. abstract bibTeX pdf
  4. Towards plenoptic dynamic textures Doretto, G., and Soatto, S. In Proceedings of the 3rd International Workshop on Texture Analysis and Synthesis, 2003. abstract bibTeX pdf

2002

  1. Dynamic texture modeling Doretto, G. Master's Thesis, University of California, Los Angeles, CA, 2002. Committee: Adnan Darwiche, Michael Dyer, Stefano Soatto (Chair). abstract bibTeX pdf
  2. Editable dynamic textures Doretto, G., and Soatto, S. In Conference Abstracts and Applications of SIGGRAPH ’02, 2002. Oral bibTeX pdf
  3. Editable dynamic textures Doretto, G., and Soatto, S. Technical Report TR020001, UCLA Computer Science Department, 2002. abstract bibTeX pdf
  4. Towards plenoptic dynamic textures Doretto, G., and Soatto, S. Technical Report TR020043, UCLA Computer Science Department, 2002. abstract bibTeX pdf
  5. TPAMI
    A frequency domain technique for range data registration Lucchese, L., Doretto, G., and Cortelazzo, G. M. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2002. abstract bibTeX pdf

2001

  1. CVPR
    Dynamic texture recognition Saisan, P., Doretto, G., Wu, Y. N., and Soatto, S. In Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 2001. abstract bibTeX pdf
  2. ICCV
    Dynamic textures Soatto, S., Doretto, G., and Wu, Y. N. In Proceedings of IEEE International Conference on Computer Vision, 2001. Oral abstract bibTeX pdf
  3. Closed-form learning and synthesis of dynamic textures Soatto, S., Doretto, G., and Wu, Y. N. In Workshop on the Convergence of Graphics, Vision, and Video, 2001. (Abstract and poster) bibTeX

2000

  1. Dynamic textures Doretto, G., Pundir, P., Wu, Y. N., and Soatto, S. Technical Report TR200032, UCLA Computer Science Department, 2000. abstract bibTeX pdf

1998

  1. ICIP
    Free-form textured surfaces registration by a frequency domaintechnique Cortelazzo, G. M., Doretto, G., and Lucchese, L. In Proceedings of IEEE International Conference on Image Processing, 1998. abstract bibTeX pdf
  2. EUSIPCO
    Three dimensional view registration by a frequency domain technique Cortelazzo, G. M., Doretto, G., Lucchese, L., and Totaro, S. In Proceedings of the European Signal Processing Conference, 1998. abstract bibTeX pdf
  3. ISCAS
    A frequency domain method for registration of range data Cortelazzo, G. M., Doretto, G., Lucchese, L., and Totaro, S. In Proceedings of the IEEE International Symposium on Circuits and Systems, 1998. abstract bibTeX pdf
  4. Frequency domain estimation of the 3D motion parameters Doretto, G. Master's Thesis, University of Padua, Padua, Italy, 1998. (In Italian) Telecom Italia Prize bibTeX pdf

1997

  1. 3DIM
    Frequency domain estimation of 3D rigid motion based on range and intensity data Lucchese, L., Doretto, G., and Cortelazzo, G. M. In Proceedings of the International Conference on 3D Digital Imaging and Modeling, 1997. Oral abstract bibTeX pdf