YONGHUAI LIU

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YONGHUAI LIU

 https://orcid.org/0000-0002-3774-2134

    Accepting PhD Students

    PhD projects

    3D computer vision, image processing, pattern recognition, machine learning, artificial intelligence, and intelligent systems.

    20142025

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    • 2024

      A Hyperreflective Foci Segmentation Network for OCT Images with Multi-dimensional Semantic Enhancement

      Wang, X., Ma, Y., Guo, X., Zheng, Y., Zhang, J., LIU, Y. & Zhao, Y., 3 Oct 2024, Proceedings of the 26th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI). Springer

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

    • Clinical Insight-Augmented Multi-View Learning for Alzheimer’s Detection in Retinal OCTA Images

      Zhang, Y., Hao, J., Zheng, B., LIU, Y., Meng, Y., Zhang, J., Chen, Y., Yang, C. & Zhao, Y., 14 Oct 2024, (Accepted/In press) Proceedings of IEEE International Conference on Bioinformatics and Biomedicine 2024 (IEEE BIBM 2024). IEEE Explore

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

      Open Access
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      88 Downloads (Pure)

    • LANet: Enhancing Plant Disease Recognition Through Transfer Learning and Layer Attention

      LEI, X., BEHERA, A., Zhang, W., Sun, Y. & LIU, Y., 19 Sept 2024, (Accepted/In press) Proceedings of The Sixth IEEE international conference on Image Processing Applications and Systems . IEEE Explore

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

    • Uncertainty and Feature-Based Weighted Loss for 3D Wheat Part Segmentation

      REENA, R., Doonan, J., Williams, K., Corke, F. M. K., ZHANG, H. & LIU, Y., 20 Dec 2024, (Accepted/In press) Proceedings of 20th International Conference on Computer Vision Theory and Applications. SCITEPRESS – Science and Technology Publications, Lda.

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

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      6 Downloads (Pure)

    • Uncertainty Driven Sampling to Handle Intra-class Imbalance Part Segmentation in Wheat

      REENA, R., Doonan, J., ZHANG, H., Williams, K., Corke, F. M. K. & LIU, Y., 12 Nov 2024, (Accepted/In press) Proceedings of the 6th IEEE International Conference on Image Processing Applications and Systems. IEEE Explore

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

    • 2023

      Polar-Net: A Clinical-Friendly Model for Alzheimer’s Disease Detection in OCTA Images

      Liu, S., Hao, J., Xu, Y., Guo, X., Liu, J., Zheng, Y., LIU, Y., Zhang, J. & Zhao, Y., 1 Oct 2023, Lecture Notes in Computer Science (LNCS) . Greenspan, H., Madabhushi, A., Mousavi, P., Salcudean, S., Duncan, J., Syeda-Mahmood, T. & Taylor, R. (eds.). Springer, p. 607-617 11 p. (Lecture Notes in Computer Science).

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

      Open Access
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      3 Citations (Scopus)
      9 Downloads (Pure)

    • Topology-Aware Learning for Semi-supervised Cross Domain Retinal Artery/Vein Classification

      Liu, H., Xie, J., LIU, Y., Hao, H., Guo, L., Fu, H., Zhang, J. & Zhao, Y., 1 Jan 2023, (E-pub ahead of print) Computer graphics International -CGI 2022. Magnenat-Thalmann, N., Zhang, J., Kim, J., Papagiannakis, G., Sheng, B., Thalmann, D. & Gavrilova, M. (eds.). Springer, p. 41-52 11 p. (Lecture Notes in Computer Science ).

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

      Open Access
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      2 Citations (Scopus)
      9 Downloads (Pure)
    • 2022

      Key Landmarks Detection of Cleft Lip-Repaired Partially Occluded Facial Images for Aesthetics Outcome Assessment

      Bakaki, P., Richard, B., Pereira, E., Tagalakis, A., Ness, A., Behera, A. & Liu, Y., 17 May 2022, Image Analysis and Processing – ICIAP 2022 - 21st International Conference, 2022, Proceedings. Sclaroff, S., Distante, C., Leo, M., Farinella, G. M. & Tombari, F. (eds.). Springer Science and Business Media Deutschland GmbH, Vol. 13232. p. 718-729 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13232 LNCS).

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

      Open Access
      File
      85 Downloads (Pure)
    • 2021

      Cross-Domain Depth Estimation Network for 3D Vessel Reconstruction in OCT Angiography

      Yu, S., Liu, Y., Zhang, J., Xie, J., Zheng, Y., Liu, J. & Zhao, Y., 2021, Medical Image Computing and Computer Assisted Intervention – MICCAI 2021 - 24th International Conference, Proceedings. de Bruijne, M., Cattin, P. C., Cotin, S., Padoy, N., Speidel, S., Zheng, Y. & Essert, C. (eds.). Springer Science and Business Media Deutschland GmbH, p. 13-23 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12908 LNCS).

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

      Open Access
      File
      5 Citations (Scopus)
      279 Downloads (Pure)

    • Driver Distraction Recognition-driven Collision Avoidance Algorithm for Active Vehicle Safety

      Devika, K. B., BERA, A., Yellapantula, V. R., BEHERA, A., LIU, Y. & Subramanian, S. C., 25 Oct 2021, (E-pub ahead of print) Intelligent Transportation Systems. IEEE International Conference. 24th 2021. . IEEE, p. 237-243 7 p. (IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC; vol. 2021-September).

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

      Open Access
      File
      2 Citations (Scopus)
      203 Downloads (Pure)

    • Shape Analysis Approach towards Assessment of Cleft Lip Repair Outcome

      Bakaki, P., Richard, B., Pereira, E., Tagalakis, A., Ness, A. & Liu, Y., 31 Oct 2021, Computer Analysis of Images and Patterns - 19th International Conference, CAIP 2021, Proceedings: Lecture Notes in Computer Science. Tsapatsoulis, N., Panayides, A., Theocharides, T., Lanitis, A., Lanitis, A., Pattichis, C., Pattichis, C. & Vento, M. (eds.). Springer Science and Business Media Deutschland GmbH, Vol. 13052. p. 165-174 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13052 LNCS).

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

      Open Access
      File
      180 Downloads (Pure)
    • 2020

      Classification of Retinal Vessels into Artery-Vein in OCT Angiography Guided by Fundus Images

      Xie, J., Liu, Y., Zheng, Y., Su, P., Hu, Y., Yang, J., Liu, J. & Zhao, 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 Science and Business Media Deutschland GmbH, p. 117-127 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12266 LNCS).

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

      7 Citations (Scopus)

    • Orderly Disorder in Point Cloud Domain

      Ghahremani, M., Tiddeman, B., LIU, Y. & BEHERA, A., 3 Nov 2020, Computer Vision - ECCV 2020: 16th European Conference . Springer Cham, p. 494-509 16 p. (Lecture Notes in Computer Sciences (LNCS) - European Conference on Computer Vision).

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

      Open Access
      File
      7 Citations (Scopus)
      154 Downloads (Pure)

    • Unsupervised Multi-view CNN for Salient View Selection of 3D Objects and Scenes

      Song, R., Zhang, W., Zhao, Y. & Liu, Y., 13 Nov 2020, Computer Vision – ECCV 2020 - 16th European Conference, 2020, Proceedings: 16th European Conference. Vedaldi, A., Bischof, H., Brox, T. & Frahm, J.-M. (eds.). Springer Cham, p. 454-470 17 p. (Lecture Notes in Computer Sciences (LNCS) - European Conference on Computer Vision).

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

      Open Access
      File
      3 Citations (Scopus)
      277 Downloads (Pure)
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