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HUAIZHONG ZHANG

    Accepting PhD Students

    PhD projects

    Machine Intelligence, Medical Image Processing, Computer Vision

    20032024

    Research activity per year

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    • 2023

      Early Detection of Parkinson's Disease Dementia Using Dual-Sided Multi-Scale Convolutional Neural Networks (DSMS-CNN)

      ALTHAM, C., ZHANG, H., TROVATI, M., PEREIRA, E., Ray, N., Keller, S. & Macerollo, A., 19 Dec 2023, Medical Imaging and Computer-Aided Diagnosis: Proceedings of 2022 International Conference on Medical Imaging and Computer-Aided Diagnosis (MICAD 2022). Su, R., Zhang, Y., Liu, H. & F Frang, A. (eds.). Springer, Vol. 810. p. 191-201 11 p. (Lecture Notes in Electrical Engineering).

      Research output: Chapter in Book/Report/Conference proceedingConference proceeding (ISBN)peer-review

    • 2022

      SSP-REGULARIZER: A STAR SHAPE PRIOR BASED REGULARIZER FOR VESSEL LUMEN SEGMENTATION IN OCT IMAGES

      Zhao, C., ZHANG, H., Wang, J. & Liu, F., 18 Oct 2022, 2022 IEEE International Conference on Image Processing, ICIP 2022 - Proceedings. IEEE: IEEE Computer Society, p. 3106-3110 5 p. (Proceedings - International Conference on Image Processing, ICIP).

      Research output: Chapter in Book/Report/Conference proceedingConference proceeding (ISBN)peer-review

      Open Access
      File
      43 Downloads (Pure)
    • 2016

      Systematic infrared image quality improvement using deep learning based techniques

      Zhang, H., Casaseca-de-la-Higueraa, P., Luob, C., Wanga, Q., Kitchinic, M., Parmleyc, A. & Monge-Alvareza, J., 26 Oct 2016, (E-pub ahead of print) Not Known. Vol. 10008. p. 1-8

      Research output: Chapter in Book/Report/Conference proceedingConference proceeding (ISBN)peer-review

      Open Access
      File
      8 Citations (Scopus)
      292 Downloads (Pure)
    • 2014

      An Adaptive Denoising Method Used in MRI

      Zhang, H. & Xie, X., 31 Jul 2014, Not Known. p. 501-504

      Research output: Chapter in Book/Report/Conference proceedingConference proceeding (ISBN)peer-review

    • Correcting camera shake by incremental sparse approximation

      Zhang, H., Essa, E. & Xie, X., 13 Feb 2014, (E-pub ahead of print) 2013 IEEE International Conference on Image Processing, ICIP 2013 - Proceedings. p. 572-576 5 p. (2013 IEEE International Conference on Image Processing, ICIP 2013 - Proceedings).

      Research output: Chapter in Book/Report/Conference proceedingConference proceeding (ISBN)peer-review

      13 Citations (Scopus)
    • 2013

      Graph based segmentation with minimal user interaction

      Zhang, H., Essa, E. & Xie, X., 18 Sept 2013, 2013 IEEE International Conference on Image Processing, ICIP 2013 - Proceedings. p. 4074-4078 5 p. 6738839. (2013 IEEE International Conference on Image Processing, ICIP 2013 - Proceedings).

      Research output: Chapter in Book/Report/Conference proceedingConference proceeding (ISBN)peer-review

      5 Citations (Scopus)
    • 2012

      Medical Image Segmentation Using Magnetostatic Active Contours (MAC) with Tensor Diffusion

      Zhang, H. & Xie, X., 2012, Not Known.

      Research output: Chapter in Book/Report/Conference proceedingConference proceeding (ISBN)peer-review

      Open Access
      File
      25 Downloads (Pure)
    • 2011

      Estimation of the Underlying Fiber Orientation Using Spherical k-means Method from the Diffusion ODF in HARDI Data

      Zhang, H., McGinnity, M., Coleman, S. & Jing, M., 1 Jun 2011, (Accepted/In press) Not Known.

      Research output: Chapter in Book/Report/Conference proceedingConference proceeding (ISBN)peer-review

      Open Access
      File
      38 Downloads (Pure)
    • 2010

      A Novel Criterion for Characterizing Diffusion Anisotropy in HARDI Data Based on the MDL Technique

      Zhang, H., McGinnity, T. M., Coleman, S. A. & Jing, M., 2010, Not Known. Vol. 6165. p. 413-422

      Research output: Chapter in Book/Report/Conference proceedingConference proceeding (ISBN)peer-review

    • Incorporating independent component analysis to Q-ball imaging for diffusion orientation distribution reconstruction

      Jing, M., McGinnity, T. M., Coleman, S. & Zhang, H., 1 Nov 2010, 2010 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC'10. p. 2706-2709 4 p. 5626529. (2010 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC'10).

      Research output: Chapter in Book/Report/Conference proceedingConference proceeding (ISBN)peer-review

      2 Citations (Scopus)
    • 2009

      MCMC-Based Algorithm to Adjust Scale Bias in Large Series of Electron Microscopical Ultrathin Sections

      Zhang, H., Rodriguez, P., Morrow, P., McClean, S. & Saetzler, K., 2 Sept 2009, Not Known.

      Research output: Chapter in Book/Report/Conference proceedingConference proceeding (ISBN)peer-review

    • 2007

      Incorporating Feature Based Priors into the Geodesic Active Contour Model and its Application in Biomedical Imagery

      Zhang, H., Morrow, P., Mclean, S. & Saetzler, K., 24 Sept 2007, (E-pub ahead of print) Not Known. p. 67-74

      Research output: Chapter in Book/Report/Conference proceedingConference proceeding (ISBN)peer-review

      3 Citations (Scopus)
    • 2005

      Report about VOCs Dataset's Analysis based on randomForests Method

      Zhang, H., Hamprecht, F. & Amann, A., 2005, Proceedings - Eighth International Conference on High-Performance Computing in Asia-Pacific Region, HPC Asia 2005. p. 603-607 5 p. 1592328. (Proceedings - Eighth International Conference on High-Performance Computing in Asia-Pacific Region, HPC Asia 2005; vol. 2005).

      Research output: Chapter in Book/Report/Conference proceedingConference proceeding (ISBN)peer-review

      1 Citation (Scopus)
    • 2003

      Traffic flow forecasting based on grey neural network model

      Chen, S. Y., Qu, G. F., Wang, X. H. & Zhang, H. Z., 2003, International Conference on Machine Learning and Cybernetics. p. 1275-1278 4 p. (International Conference on Machine Learning and Cybernetics; vol. 2).

      Research output: Chapter in Book/Report/Conference proceedingConference proceeding (ISBN)peer-review

      15 Citations (Scopus)
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