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Xubo Song

Professor

Calculated based on number of publications stored in Pure and citations from Scopus
1998 …2024

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  • 2022

    EFFICIENT FINE-TUNING OF DEEP NEURAL NETWORKS WITH EFFECTIVE PARAMETER ALLOCATION

    Wallis, P. & Song, X., 2022, 2022 IEEE International Conference on Image Processing, ICIP 2022 - Proceedings. IEEE Computer Society, p. 3510-3514 5 p. (Proceedings - International Conference on Image Processing, ICIP).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • 2021

    Learning-based Image Registration with Meta-Regularization

    Al Safadi, E. & Song, X., 2021, Proceedings - 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2021. IEEE Computer Society, p. 10923-10932 10 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    3 Scopus citations
  • 2020

    Automatic event detection of REM sleep without atonia from polysomnography signals using deep neural networks

    Wallis, P., Yaeger, D., Kain, A., Song, X. & Lim, M., May 2020, 2020 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2020 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 4112-4116 5 p. 9054506. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2020-May).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    4 Scopus citations

  • Malignancy Detection in Prostate Multi-Parametric MR Images Using U-net with Attention

    MacHireddy, A., Meermeier, N., Coakley, F. & Song, X., Jul 2020, 42nd Annual International Conferences of the IEEE Engineering in Medicine and Biology Society: Enabling Innovative Technologies for Global Healthcare, EMBC 2020. Institute of Electrical and Electronics Engineers Inc., p. 1520-1523 4 p. 9176050. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS; vol. 2020-July).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    6 Scopus citations
  • 2018

    Analysis of DCE-MRI for Early Prediction of Breast Cancer Therapy Response

    Machireddy, A., Thibault, G., Huang, W. & Song, X., Oct 26 2018, 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2018. Institute of Electrical and Electronics Engineers Inc., p. 682-685 4 p. 8512301. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS; vol. 2018-July).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    1 Scopus citations
  • 2017

    A video/IMU hybrid system for movement estimation in infants

    Machireddy, A., Van Santen, J., Wilson, J. L., Myers, J., Hadders-Algra, M. & Song, X., Sep 13 2017, 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society: Smarter Technology for a Healthier World, EMBC 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 730-733 4 p. 8036928. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    14 Scopus citations
  • 2014

    Automatic measurement of affective valence and arousal in speech

    Asgari, M., Kiss, G., Van Santen, J., Shafran, I. & Song, X., 2014, 2014 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2014. Institute of Electrical and Electronics Engineers Inc., p. 965-969 5 p. 6853740. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    11 Scopus citations
  • 2013

    Cardiac motion estimation by optimizing transmural homogeneity of the myofiber strain and its validation with multimodal sequences

    Zhang, Z., Sahn, D. J. & Song, X., 2013, Medical Image Computing and Computer-Assisted Intervention, MICCAI 2013 - 16th International Conference, Proceedings. PART 1 ed. p. 493-500 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8149 LNCS, no. PART 1).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    1 Scopus citations

  • Right ventricular strain analysis from 3D echocardiography by using temporally diffeomorphic motion estimation

    Zhang, Z., Sahn, D. J. & Song, X., 2013, Functional Imaging and Modeling of the Heart - 7th International Conference, FIMH 2013, Proceedings. p. 474-482 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7945 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    4 Scopus citations
  • 2012

    Diffeomorphic cardiac motion estimation with anisotropic regularization along myofiber orientation

    Zhang, Z., Sahn, D. J. & Song, X., 2012, Biomedical Image Registration - 5th International Workshop, WBIR 2012, Proceedings. p. 199-208 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7359 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    3 Scopus citations

  • Identity- and illumination-robust head pose estimation using manifold learning

    Wang, C. & Song, X., 2012, Proceedings of the 2012 International Conference on Image Processing, Computer Vision, and Pattern Recognition, IPCV 2012. p. 535-540 6 p. (Proceedings of the 2012 International Conference on Image Processing, Computer Vision, and Pattern Recognition, IPCV 2012; vol. 2).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Robust frontal view search using multi-camera constrained Isomap

    Wang, C. & Song, X., 2012, 2012 IEEE International Conference on Image Processing, ICIP 2012 - Proceedings. p. 1017-1020 4 p. 6467035. (Proceedings - International Conference on Image Processing, ICIP).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Robust head pose estimation using supervised manifold projection

    Wang, C. & Song, X., 2012, 2012 IEEE International Conference on Image Processing, ICIP 2012 - Proceedings. p. 161-164 4 p. 6466820. (Proceedings - International Conference on Image Processing, ICIP).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    3 Scopus citations

  • Temporal diffeomorphic motion analysis from echocardiographic sequences by using intensity transitivity consistency

    Zhang, Z., Sahn, D. J. & Song, X., 2012, Statistical Atlases and Computational Models of the Heart: Imaging and Modelling Challenges - Second International Workshop, STACOM 2011, Held in Conjunction with MICCAI 2011, Revised Selected Papers. p. 274-284 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7085 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    4 Scopus citations

  • Temporally consistent diffeomorphic motion estimation with mutual information: Application to echocardiographic sequences

    Zhang, Z., Sahn, D. J. & Song, X., 2012, 2012 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2012. p. 84-90 7 p. 6239252. (IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • 2011

    Cardiac motion estimation from 3D echocardiography with spatiotemporal regularization

    Zhang, Z., Song, X. & Sahn, D. J., 2011, Functional Imaging and Modeling of the Heart - 6th International Conference, FIMH 2011, Proceedings. p. 350-358 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6666 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    8 Scopus citations

  • Tracking facial feature points with prediction-assisted view-based active shape model

    Wang, C. & Song, X., 2011, 2011 IEEE International Conference on Automatic Face and Gesture Recognition and Workshops, FG 2011. p. 259-264 6 p. 5771408. (2011 IEEE International Conference on Automatic Face and Gesture Recognition and Workshops, FG 2011).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    5 Scopus citations
  • 2009

    Global active contour-based image segmentation via probability alignment

    Myronenko, A. & Song, X., 2009, 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, CVPR Workshops 2009. IEEE Computer Society, p. 2798-2804 7 p. 5206552. (2009 IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2009).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    17 Scopus citations

  • Image registration by minimization of mapping complexity

    Myronenko, A. & Song, X., 2009, 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, CVPR Workshops 2009. IEEE Computer Society, p. 17-24 8 p. 5204345. (2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, CVPR Workshops 2009).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    1 Scopus citations

  • Image registration by minimization of residual complexity

    Myronenko, A. & Song, X., 2009, 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, CVPR Workshops 2009. IEEE Computer Society, p. 49-56 8 p. 5206571. (2009 IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2009).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    47 Scopus citations

  • Maximum likelihood motion estimation in 3d echocardiography through non-rigid registration in spherical coordinates

    Myronenko, A., Song, X. & Sahn, D. J., 2009, Functional Imaging and Modeling of the Heart - 5th International Conference, FIMH 2009, Proceedings. p. 427-436 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5528).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    43 Scopus citations
  • 2007

    Free-form nonrigid image registration using generalized elastic nets

    Myronenko, A., Song, X. & Carreira-Perpiñán, M. Á., 2007, 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, CVPR'07. 4270013. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    4 Scopus citations

  • LV motion tracking from 3D echocardiography using textural and structural information

    Myronenko, A., Song, X. & Sahn, D. J., 2007, Medical Image Computing and Computer-Assisted Intervention - MICCAI 2007 - 10th International Conference, Proceedings. PART 2 ed. Springer-Verlag, p. 428-435 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 4792 LNCS, no. PART 2).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    40 Scopus citations

  • LV motion tracking from 3D echocardiography using textural and structural information

    Myronenko, A., Song, X. & Sahn, D., 2007, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). PART 2 ed. Vol. 4792 LNCS. p. 428-435 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 4792 LNCS, no. PART 2).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Non-rigid point set registration: Coherent point drift

    Myronenko, A., Song, X. & Carreira-Perpiñán, M. Á., 2007, Advances in Neural Information Processing Systems 19 - Proceedings of the 2006 Conference. p. 1009-1016 8 p. (Advances in Neural Information Processing Systems).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    258 Scopus citations

  • Speckle tracking in 3D echocardiography with motion coherence

    Song, X., Myronenko, A. & Sahn, D. J., 2007, 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, CVPR'07. 4270165. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    13 Scopus citations
  • 2006

    Non-rigid point set registration: Coherent Point Drift

    Myronenko, A., Song, X. & Carreira-Perpiñán, M., 2006, NIPS 2006: Proceedings of the 19th International Conference on Neural Information Processing Systems. Scholkopf, B., Platt, J. C. & Hofmann, T. (eds.). MIT Press Journals, p. 1009-1016 8 p. (NIPS 2006: Proceedings of the 19th International Conference on Neural Information Processing Systems).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    32 Scopus citations

  • Registration of microscopic iris image sequences using probabilistic mesh

    Song, X. B., Myronenko, A., Plank, S. R. & Rosenbaum, J. T., 2006, Medical Image Computing and Computer-Assisted Intervention, MICCAI 2006 - 9th International Conference, Proceedings. Springer-Verlag, p. 553-560 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 4191 LNCS - II).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    10 Scopus citations

  • Registration of microscopic iris image sequences using probabilistic mesh

    Song, X., Myronenko, A., Plank, S. R. & Rosenbaum, J., 2006, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Springer Verlag, Vol. 4191 LNCS - II. p. 553-560 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 4191 LNCS - II).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • 2000

    Image recognition in context: Application to microscopic urinalysis

    Song, X., Sill, J., Abu-Mostafa, Y. & Kasdan, H., 2000, Advances in Neural Information Processing Systems 12 - Proceedings of the 1999 Conference, NIPS 1999. Neural information processing systems foundation, p. 963-969 7 p. (Advances in Neural Information Processing Systems).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    7 Scopus citations
  • 1998

    Incorporating contextual information in white blood cell identification

    Song, X., Abu-Mostafa, Y., Sill, J. & Kasdan, H., 1998, Advances in Neural Information Processing Systems 10 - Proceedings of the 1997 Conference, NIPS 1997. Neural information processing systems foundation, p. 950-956 7 p. (Advances in Neural Information Processing Systems).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    7 Scopus citations