Accepting PhD Students

PhD projects

see https://www.port.ac.uk/study/postgraduate-research/research-degrees/phd/explore-our-projects/development-of-ai-technologies-to-identify-ocular-disease-0

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  • 2023

    AS-TransUnet: combining ASPP and transformer for semantic segmentation

    Wang, J., Gao, D., Wang, X., Gao, H. & Ju, Z., 10 Oct 2023, Intelligent Robotics and Applications 16th International Conference, ICIRA 2023, Hangzhou, China, July 5–7, 2023, Proceedings, Part II. Yang, H., Liu, H., Zou, J., Yin, Z., Liu, L., Yang, G. & Ouyang, X. (eds.). Springer, p. 147-158 13 p. (Lecture Notes in Computer Science; vol. 14268)(Lecture Notes in Artificial Intelligence).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Retinal vascular segmentation based on depth-separable convolution and attention mechanisms

    Liu, X., Gao, D., Zhang, C., Gao, H. & Ju, Z., 11 Oct 2023, Intelligent Robotics and Applications 16th International Conference, ICIRA 2023, Hangzhou, China, July 5–7, 2023, Proceedings, Part III. Yang, H., Liu, H., Zou, J., Yin, Z., Liu, L., Yang, G., Ouyang, X. & Wang, Z. (eds.). Springer, p. 145-160 16 p. (Lecture Notes in Computer Science; vol. 14269).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • SW-YOLO: improved YOLOv5s algorithm for blood cell detection

    Wu, Y., Fang, Y., Gao, D., Gao, H. & Ju, Z., 11 Oct 2023, Intelligent Robotics and Applications 16th International Conference, ICIRA 2023, Hangzhou, China, July 5–7, 2023, Proceedings, Part III. Yang, H., Liu, H., Zou, J., Yin, Z., Liu, L., Yang, G., Ouyang, X. & Wang, Z. (eds.). Springer, p. 161-172 12 p. (Lecture Notes in Computer Science; vol. 14269)(Lecture Notes in Artificial Intelligence).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • 2022

    Shape-aware weakly/semi-supervised optic disc and cup segmentation with regional/marginal consistency

    Meng, Y., Chen, X., Zhang, H., Zhao, Y., Gao, D., Hamill, B., Patri, G., Peto, T., Madhusudhan, S. & Zheng, Y., 16 Sept 2022, Medical Image Computing and Computer Assisted Intervention – MICCAI 2022: 25th International Conference, Singapore, September 18–22, 2022, Proceedings, Part IV. Wang, L., Dou, Q., Thomas Fletcher, P., Speidel, S. & Li, S. (eds.). Springer Nature, p. 524-534 11 p. (Lecture Notes in Computer Science; vol. 13434).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
    File
    27 Downloads (Pure)
  • 2021

    BI-GCN: Boundary-Aware Input-Dependent Graph Convolution Network for biomedical image segmentation

    Meng, Y., Zhang, H., Gao, D., Zhao, Y., Yang, X., Qian, X., Huang, X. & Zheng, Y., 15 Oct 2021, (Accepted for publication) Proceedings of BMVC 2021. British Machine Vision Association

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • TransBridge: a lightweight transformer for left ventricle segmentation in echocardiography

    Deng, K., Meng, Y., Gao, D., Bridge, J., Shen, Y., Lip, G. Y. H., Zhao, Y. & Zheng, Y., 21 Sept 2021, Simplifying Medical Ultrasound. ASMUS 2021: Second International Workshop, ASMUS 2021, Held in Conjunction with MICCAI 2021, Strasbourg, France, September 27, 2021, Proceedings. Noble, J. A., Aylward, S., Grimwood, A., Min, Z., Lee, S-L. & Hu, Y. (eds.). Springer, p. 63-72 10 p. (Lecture Notes in Computer Science (part of the Image Processing, Computer Vision, Pattern Recognition, and Graphics sub series); vol. 12967).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
  • 2020

    A novel deep learning based OCTA de-striping method

    Gao, D., Celik, N., Wu, X., Williams, B. M., Stylianides, A. & Zheng, Y., 24 Jan 2020, Medical Image Understanding and Analysis - 23rd Conference, MIUA 2019, Proceedings. Zheng, Y., Williams, B. M. & Chen, K. (eds.). Springer, p. 189-197 9 p. (Communications in Computer and Information Science; vol. 1065).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
    File
    41 Downloads (Pure)
  • CNN-GCN aggregation enabled boundary regression for biomedical image segmentation

    Meng, Y., Wei, M., Gao, D., Zhao, Y., Yang, X., Huang, X. & Zheng, Y., 29 Sept 2020, Medical Image Computing and Computer Assisted Intervention – MICCAI 2020 - 23rd International Conference, Proceedings. Martel, A. L., Abolmaesumi, P., Stoyanov, D., Mateus, D., Zuluaga, M. A., Zhou, S. K., Racoceanu, D. & Joskowicz, L. (eds.). Springer, p. 352-362 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12264).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
    File
    151 Downloads (Pure)
  • Regression of instance boundary by aggregated CNN and GCN

    Meng, Y., Meng, W., Gao, D., Zhao, Y., Yang, X., Huang, X. & Zheng, Y., 7 Nov 2020, Computer Vision – ECCV 2020 - 16th European Conference, 2020, Proceedings. Vedaldi, A., Bischof, H., Brox, T. & Frahm, J-M. (eds.). Springer, p. 190-207 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12353).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
    File
    50 Downloads (Pure)
  • 2019

    Joint destriping and segmentation of OCTA images

    Wu, X., Gao, D., Williams, B. M., Stylianides, A., Zheng, Y. & Jin, Z., 24 Jul 2019, MIUA 2019: 23rd Conference on Medical Image Understanding and Analysis, Liverpool, UK, July 24–26, 2019, Proceedings. Zheng, Y., Williams, B. M. & Chen, K. (eds.). Springer, p. 423-435 13 p. (Communications in Computer and Information Science; vol. 1065).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
    File
    26 Downloads (Pure)
  • 2017

    Activity recognition for ASD children based on joints estimation

    Gao, D., Ju, Z., Fang, Y., Cao, J., Yang, C. & Liu, H., 1 Dec 2017, 2017 IEEE International Conference on Systems, Man, and Cybernetics. Institute of Electrical and Electronics Engineers Inc., 6 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
    File
    270 Downloads (Pure)
  • 2016

    Towards hand-object gesture extraction from depth image

    Gao, D., Ju, Z., Cao, J. & Liu, H., 29 Dec 2016, 2016 Joint 8th International Conference on Soft Computing and Intelligent Systems and 2016 17th International Symposium on Advanced Intelligent Systems. Institute of Electrical and Electronics Engineers Inc., p. 311-316

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
    File
    323 Downloads (Pure)
  • 2015

    Real time object tracking via a mixture model

    Gao, D., Ju, Z., Cao, J. & Liu, H., 23 Nov 2015, Proceedings of the 2015 24th IEEE International Symposium on Robot and Human Interactive Communication (RO-MAN). Institute of Electrical and Electronics Engineers Inc., p. 112-116

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
    File
    158 Downloads (Pure)
  • 2014

    An algorithm for real-time object tracking in complex environment

    Gao, D., Cao, J. & Ju, Z., 4 Sept 2014, Proceedings of the 2014 International Joint Conference on Neural Networks (IJCNN). Institute of Electrical and Electronics Engineers Inc., p. 1996-2002 7 p. (IEEE IJCNN Proceedings Series).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access