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Xia Yong

Professor

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20042025

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  • 2015

    Semi-supervised emotional classification of color images by learning from cloud

    Li, N., Xia, Y. & Xia, Y., 2 Dec 2015, 2015 International Conference on Affective Computing and Intelligent Interaction, ACII 2015. Institute of Electrical and Electronics Engineers Inc., p. 84-90 7 p. 7344555. (2015 International Conference on Affective Computing and Intelligent Interaction, ACII 2015).

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

    9 Scopus citations

  • Semi-supervised manifold learning with affinity regularization for Alzheimer's disease identification using positron emission tomography imaging

    Lu, S., Xia, Y., Cai, T. W. & Feng, D. D., 4 Nov 2015, 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2015. Institute of Electrical and Electronics Engineers Inc., p. 2251-2254 4 p. 7318840. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS; vol. 2015-November).

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

    13 Scopus citations
  • 2014

    Learning large number of local statistical models via variational Bayesian inference for brain voxel classification in magnetic resonance images

    Xia, Y. & Zhang, Y., 11 Dec 2014, Proceedings 2014 IEEE International Conference on Security, Pattern Analysis, and Cybernetics, SPAC 2014. Institute of Electrical and Electronics Engineers Inc., p. 59-64 6 p. 6982657. (Proceedings 2014 IEEE International Conference on Security, Pattern Analysis, and Cybernetics, SPAC 2014).

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

    1 Scopus citations

  • Non-sparse infinite-kernel learning for automated identification of Alzheimer's disease using PET imaging

    Xia, Y., Lu, S., Wei, W., Feng, D. D. & Zhang, Y., 2014, 2014 13th International Conference on Control Automation Robotics and Vision, ICARCV 2014. Institute of Electrical and Electronics Engineers Inc., p. 855-860 6 p. 7064416. (2014 13th International Conference on Control Automation Robotics and Vision, ICARCV 2014).

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

    4 Scopus citations

  • Solving TSP by dismantling cross paths

    Pan, Y. & Xia, Y., 12 Nov 2014, IEEE International Conference on Orange Technologies, ICOT 2014. Institute of Electrical and Electronics Engineers Inc., p. 121-124 4 p. 6956614. (IEEE International Conference on Orange Technologies, ICOT 2014).

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

    6 Scopus citations

  • Supervised segmentation of vasculature in retinal images using neural networks

    Ding, C., Xia, Y. & Li, Y., 12 Nov 2014, IEEE International Conference on Orange Technologies, ICOT 2014. Institute of Electrical and Electronics Engineers Inc., p. 49-52 4 p. 6954694. (IEEE International Conference on Orange Technologies, ICOT 2014).

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

    16 Scopus citations
  • 2013

    Magnetic resonance image restoration via dictionary learning under spatially adaptive constraints

    Wang, S., Xia, Y., Dong, P., Feng, D. D., Luo, J. & Huang, Q., 2013, 2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2013. p. 4030-4033 4 p. 6610429. (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 › peer-review

    6 Scopus citations
  • 2012

    A deformable cosegmentation algorithm for brain MR images

    Zhang, T., Xia, Y. & Feng, D. D., 2012, 2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2012. p. 3215-3218 4 p. 6346649. (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 › peer-review

    11 Scopus citations

  • An evolutionary HMRF approach to brain MR image segmentation using clonal selection algorithm

    Zhang, T., Xia, Y. & Feng, D. D., 2012, Proceedings of the 8th IFAC Symposium on Biological and Medical Systems, BMS 2012. 18 ed. IFAC Secretariat, p. 6-11 6 p. (IFAC Proceedings Volumes (IFAC-PapersOnline); vol. 45, no. 18).

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

    1 Scopus citations

  • Clonal selection algorithm for Gaussian mixture model based segmentation of 3D brain MR images

    Zhang, T., Xia, Y. & Feng, D. D., 2012, Intelligent Science and Intelligent Data Engineering - Second Sino-Foreign-Interchange Workshop, IScIDE 2011, Revised Selected Papers. p. 295-302 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7202 LNCS).

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

    4 Scopus citations

  • GA and AdaBoost-based feature selection and combination for automated identification of dementia using FDG-PET imaging

    Xia, Y., Zhang, Z., Wen, L., Dong, P. & Feng, D. D., 2012, Intelligent Science and Intelligent Data Engineering - Second Sino-Foreign-Interchange Workshop, IScIDE 2011, Revised Selected Papers. p. 128-135 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7202 LNCS).

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

    4 Scopus citations

  • Local Gaussian distribution fitting based FCM algorithm for brain MR image segmentation

    Ji, Z., Xia, Y., Sun, Q., Xia, D. & Feng, D. D., 2012, Intelligent Science and Intelligent Data Engineering - Second Sino-Foreign-Interchange Workshop, IScIDE 2011, Revised Selected Papers. p. 318-325 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7202 LNCS).

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

    7 Scopus citations
  • 2011

    Brain tissue segmentation in PET-CT images using probabilistic atlas and variational Bayes inference

    Xia, Y., Wang, J., Eberl, S., Fulham, M. & Feng, D. D., 2011, 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS 2011. p. 7969-7972 4 p. 6091965. (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 › peer-review

    9 Scopus citations

  • Differential evolution based variational Bayes inference for brain PET-CT image segmentation

    Wang, J., Xia, Y. & Feng, D. D., 2011, Proceedings - 2011 International Conference on Digital Image Computing: Techniques and Applications, DICTA 2011. p. 330-334 5 p. 6128704. (Proceedings - 2011 International Conference on Digital Image Computing: Techniques and Applications, DICTA 2011).

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

    4 Scopus citations

  • Real-time moving object segmentation and tracking for H.264/AVC surveillance videos

    Dong, P., Xia, Y., Zhuo, L. & Feng, D., 2011, ICIP 2011: 2011 18th IEEE International Conference on Image Processing. p. 2309-2312 4 p. 6116063. (Proceedings - International Conference on Image Processing, ICIP).

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

    9 Scopus citations

  • Variational Bayes inference based segmentation of heterogeneous lymphoma volumes in dual-modality PET-CT images

    Wang, J., Xia, Y., Wang, J. & Feng, D. D., 2011, Proceedings - 2011 International Conference on Digital Image Computing: Techniques and Applications, DICTA 2011. p. 274-278 5 p. 6128694. (Proceedings - 2011 International Conference on Digital Image Computing: Techniques and Applications, DICTA 2011).

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

  • 2010

    3D face representation and recognition by intrinsic shape description maps

    Guo, Z., Zhang, Y., Xia, Y., Lin, Z. & Feng, D., 2010, 2010 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2010 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 854-857 4 p. 5495213. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

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

  • Automated detection of the occurrence and changes of hot-spots in intro-subject FDG-PET images from combined PET-CT scanners

    Wang, J., Feng, D. D. & Xia, Y., 2010, Proceedings - 2010 Digital Image Computing: Techniques and Applications, DICTA 2010. p. 63-68 6 p. 5692541. (Proceedings - 2010 Digital Image Computing: Techniques and Applications, DICTA 2010).

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

    1 Scopus citations

  • Dual-modality 3D brain PET-CT image segmentation based on probabilistic brain atlas and classification fusion

    Xia, Y., Eberl, S. & Feng, D., 2010, 2010 IEEE International Conference on Image Processing, ICIP 2010 - Proceedings. p. 2557-2560 4 p. 5652560. (Proceedings - International Conference on Image Processing, ICIP).

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

    8 Scopus citations
  • 2009

    A general image segmentation model and its application

    Xia, Y. & Feng, D., 2009, Proceedings of the 5th International Conference on Image and Graphics, ICIG 2009. IEEE Computer Society, p. 227-231 5 p. 5437829. (Proceedings of the 5th International Conference on Image and Graphics, ICIG 2009).

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

    3 Scopus citations

  • Segmentation of brain PET-CT images based on adaptive use of complementary information

    Xia, Y., Wen, L., Eberl, S., Fulham, M. & Feng, D., 2009, Medical Imaging 2009 - Image Processing. 72593A. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 7259).

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

    4 Scopus citations
  • 2008

    Genetic algorithm-based PCA eigenvector selection and weighting for automated identification of dementia using FDG-PET imaging

    Xia, Y., Wen, L., Eberl, S., Fulham, M. & Feng, D., 2008, Proceedings of the 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS'08. p. 4812-4815 4 p. 4650290. (Proceedings of the 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS'08 - "Personalized Healthcare through Technology").

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

    13 Scopus citations

  • Segmentation of brain structures using PET-CT images

    Xia, Y., Wen, L., Eberl, S., Fulham, M. & Feng, D., 2008, 5th Int. Conference on Information Technology and Applications in Biomedicine, ITAB 2008 in conjunction with 2nd Int. Symposium and Summer School on Biomedical and Health Engineering, IS3BHE 2008. p. 86-89 4 p. 4570550. (5th Int. Conference on Information Technology and Applications in Biomedicine, ITAB 2008 in conjunction with 2nd Int. Symposium and Summer School on Biomedical and Health Engineering, IS3BHE 2008).

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

    7 Scopus citations

  • Segmentation of dual modality brain PET/CT images using the MAP-MRF model

    Xia, Y., Wen, L., Eberl, S., Fulham, M. & Feng, D., 2008, Proceedings of the 2008 IEEE 10th Workshop on Multimedia Signal Processing, MMSP 2008. p. 107-110 4 p. 4665057. (Proceedings of the 2008 IEEE 10th Workshop on Multimedia Signal Processing, MMSP 2008).

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

    Open Access
    15 Scopus citations
  • 2007

    Combined terrain aided navigation based on correlation method and parallel kalman filters

    Xie, J., Zhao, R. & Xia, Y., 2007, 2007 8th International Conference on Electronic Measurement and Instruments, ICEMI. p. 1145-1150 6 p. 4350410. (2007 8th International Conference on Electronic Measurement and Instruments, ICEMI).

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

    12 Scopus citations
  • 2006

    New prefetch technique design for L2 cache

    Qu, W., Fan, X., Hu, Y., Xia, Y. & Hu, F., 2006, 2006 IEEE Region 10 Conference, TENCON 2006. Institute of Electrical and Electronics Engineers Inc., 4142308. (IEEE Region 10 Annual International Conference, Proceedings/TENCON).

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

  • Texture discrimination by local morphological multifractal signatures

    Xia, Y., Zhao, R., Zhang, Y., Feng, D. & Sun, J., 2006, 2006 IEEE Region 10 Conference, TENCON 2006. Institute of Electrical and Electronics Engineers Inc., 4142230. (IEEE Region 10 Annual International Conference, Proceedings/TENCON).

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

    Open Access

  • Texture segmentation by fuzzy clustering of spatial patterns

    Xia, Y., Zhao, R., Zhang, Y., Sun, J. & Feng, D., 2006, Fuzzy Systems and Knowledge Discovery - Third International Conference, FSKD 2006, Proceedings. Springer Verlag, p. 894-897 4 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 4223 LNAI).

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

  • 2005

    Semi-supervised segmentation of textured images by using coupled MRF model

    Xia, Y., Feng, D., Xia, Y. & Zhao, R., 1 Jan 2005, TENCON 2005 - 2005 IEEE Region 10 Conference. Institute of Electrical and Electronics Engineers Inc., 4084984. (IEEE Region 10 Annual International Conference, Proceedings/TENCON; vol. 2007).

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

    3 Scopus citations
  • 2004

    Multifractal estimation for remote sensing image segmentation

    Xia, Y., Zhao, R. C. & Feng, D. D., 2004, 2004 7th International Conference on Signal Processing Proceedings, ICSP. p. 775-778 4 p. (2004 7th International Conference on Signal Processing Proceedings, ICSP).

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

  • Texture segmentation using local morphological multifractal exponents

    Yong, X., Feng, D. & Rongchun, Z., 2004, 2004 International Symposium on Intelligent Multimedia, Video and Speech Processing, ISIMP 2004. p. 438-441 4 p. (2004 International Symposium on Intelligent Multimedia, Video and Speech Processing, ISIMP 2004).

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