Jiang Liu

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Prof Jiang Liu

Guest Professor in Computer Science(0.2FTE)

Calculated based on number of publications stored in Pure and citations from Scopus
20032024

Research activity per year

Search results

  • 2018

    PET-MR and SPECT-MR multimodality probes: Development and challenges

    Yang, C. T., Ghosh, K. K., Padmanabhan, P., Langer, O., Liu, J., Eng, D. N. C., Halldin, C. & Gulyás, B., 2018, In: Theranostics. 8, 22, p. 6210-6232 23 p.

    Research output: Journal Publication › Review article › peer-review

    Open Access
    62 Citations (Scopus)

  • Retinal artery and vein classification via dominant sets clustering-based vascular topology estimation

    Zhao, Y., Xie, J., Su, P., Zheng, Y., Liu, Y., Cheng, J. & Liu, J., 2018, Medical Image Computing and Computer Assisted Intervention – MICCAI 2018 - 21st International Conference, 2018, Proceedings. Fichtinger, G., Davatzikos, C., Alberola-López, C., Frangi, A. F. & Schnabel, J. A. (eds.). Springer Verlag, p. 56-64 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11071 LNCS).

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

    36 Citations (Scopus)

  • Retinal vascular segmentation using superpixel-based line operator and its application to vascular topology estimation

    Na, T., Xie, J., Zhao, Y., Zhao, Y., Liu, Y., Wang, Y. & Liu, J., Jul 2018, In: Medical Physics. 45, 7, p. 3132-3146 15 p.

    Research output: Journal Publication › Article › peer-review

    Open Access
    13 Citations (Scopus)

  • Retinal vascular topology estimation via dominant sets clustering

    Xie, J., Zhao, Y., Zheng, Y., Su, P., Liu, J. & Wang, Y., 23 May 2018, 2018 IEEE 15th International Symposium on Biomedical Imaging, ISBI 2018. IEEE Computer Society, p. 1458-1462 5 p. (Proceedings - International Symposium on Biomedical Imaging; vol. 2018-April).

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

    5 Citations (Scopus)

  • Structure-Preserving Guided Retinal Image Filtering and Its Application for Optic Disk Analysis

    Cheng, J., Li, Z., Gu, Z., Fu, H., Wong, D. W. K. & Liu, J., Nov 2018, In: IEEE Transactions on Medical Imaging. 37, 11, p. 2536-2546 11 p., 8361495.

    Research output: Journal Publication › Article › peer-review

    Open Access
    56 Citations (Scopus)

  • Uniqueness-driven saliency analysis for automated lesion detection with applications to retinal diseases

    Zhao, Y., Zheng, Y., Zhao, Y., Liu, Y., Chen, Z., Liu, P. & Liu, J., 2018, Medical Image Computing and Computer Assisted Intervention – MICCAI 2018 - 21st International Conference, 2018, Proceedings. Fichtinger, G., Davatzikos, C., Alberola-López, C., Frangi, A. F. & Schnabel, J. A. (eds.). Springer Verlag, p. 109-118 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11071 LNCS).

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

    24 Citations (Scopus)
  • 2017

    AQUIR-a system to generate quantitative and customized vision measurement template

    Quan, Y., Lee, B. H., Yow, A. P., Zhang, Z., Wong, D. W. K. & Liu, J., 8 Feb 2017, Proceedings of the 2016 IEEE Region 10 Conference, TENCON 2016. Institute of Electrical and Electronics Engineers Inc., p. 1540-1543 4 p. 7848274. (IEEE Region 10 Annual International Conference, Proceedings/TENCON).

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

  • Automatic image classification in intravascular optical coherence tomography images

    Xu, M., Cheng, J., Wong, D. W. K., Taruya, A., Tanaka, A., Liu, J., Foin, N. & Wong, P., 8 Feb 2017, Proceedings of the 2016 IEEE Region 10 Conference, TENCON 2016. Institute of Electrical and Electronics Engineers Inc., p. 1544-1547 4 p. 7848275. (IEEE Region 10 Annual International Conference, Proceedings/TENCON).

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

    5 Citations (Scopus)

  • Automatic localization of optic disc based on deep learning in fundus images

    Niu, D., Xu, P., Wan, C., Cheng, J. & Liu, J., 29 Nov 2017, 2017 IEEE 2nd International Conference on Signal and Image Processing, ICSIP 2017. Institute of Electrical and Electronics Engineers Inc., p. 208-212 5 p. (2017 IEEE 2nd International Conference on Signal and Image Processing, ICSIP 2017; vol. 2017-January).

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

    19 Citations (Scopus)

  • Detecting retinal microaneurysms and hemorrhages with robustness to the presence of blood vessels

    Srivastava, R., Duan, L., Wong, D. W. K., Liu, J. & Wong, T. Y., 1 Jan 2017, In: Computer Methods and Programs in Biomedicine. 138, p. 83-91 9 p.

    Research output: Journal Publication › Article › peer-review

    69 Citations (Scopus)

  • Eye movement correction for 3D OCT volume by using saliency and center bias constraint

    Fu, H., Xu, Y., Wong, D. W. K. & Liu, J., 8 Feb 2017, Proceedings of the 2016 IEEE Region 10 Conference, TENCON 2016. Institute of Electrical and Electronics Engineers Inc., p. 1536-1539 4 p. 7848273. (IEEE Region 10 Annual International Conference, Proceedings/TENCON).

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

    3 Citations (Scopus)

  • Generative caption for diabetic retinopathy images

    Wu, L., Wan, C., Wu, Y. & Liu, J., 2 Jul 2017, 2017 International Conference on Security, Pattern Analysis, and Cybernetics, SPAC 2017. Institute of Electrical and Electronics Engineers Inc., p. 515-519 5 p. (2017 International Conference on Security, Pattern Analysis, and Cybernetics, SPAC 2017; vol. 2018-January).

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

    20 Citations (Scopus)

  • Glaucoma classification from retina optical coherence tomography angiogram

    Ong, E. P., Cheng, J., Wong, D. W. K., Liu, J., Tay, E. L. T. & Yip, L. W. L., 13 Sept 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. 596-599 4 p. 8036895. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS).

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

    7 Citations (Scopus)

  • Image quality classification for DR screening using deep learning

    Yu, F., Sun, J., Li, A., Cheng, J., Wan, C. & Liu, J., 13 Sept 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. 664-667 4 p. 8036912. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS).

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

    59 Citations (Scopus)

  • Optic disc detection via deep learning in fundus images

    Xu, P., Wan, C., Cheng, J., Niu, D. & Liu, J., 2017, Fetal, Infant and Ophthalmic Medical Image Analysis - International Workshop, FIFI 2017 and 4th International Workshop, OMIA 2017 Held in Conjunction with MICCAI 2017, Proceedings. Cardoso, M. J. & Arbel, T. (eds.). Springer Verlag, p. 134-141 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10554 LNCS).

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

    16 Citations (Scopus)

  • PET probes for imaging pancreatic islet cells

    Yang, C. T., Ghosh, K. K., Padmanabhan, P., Langer, O., Liu, J., Halldin, C. & Gulyás, B. Z., 1 Dec 2017, In: Clinical and Translational Imaging. 5, 6, p. 507-523 17 p.

    Research output: Journal Publication › Review article › peer-review

    3 Citations (Scopus)

  • Preface

    Chen, X., Li, S., Trucco, E., Liu, J. J., Shi, Y. & Zou, B., Jan 2017, In: Computerized Medical Imaging and Graphics. 55, p. 1 1 p.

    Research output: Journal Publication › Editorial

  • Quadratic divergence regularized SVM for optic disc segmentation

    Cheng, J., Tao, D., Wong, D. W. K. & Liu, J., 1 May 2017, In: Biomedical Optics Express. 8, 5, p. 2687-2696 10 p.

    Research output: Journal Publication › Article › peer-review

    Open Access
    21 Citations (Scopus)

  • Retinal image quality classification using fine-tuned CNN

    Sun, J., Wan, C., Cheng, J., Yu, F. & Liu, J., 2017, Fetal, Infant and Ophthalmic Medical Image Analysis - International Workshop, FIFI 2017 and 4th International Workshop, OMIA 2017 Held in Conjunction with MICCAI 2017, Proceedings. Cardoso, M. J. & Arbel, T. (eds.). Springer Verlag, p. 126-133 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10554 LNCS).

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

    14 Citations (Scopus)

  • Segmentation and quantification for angle-closure glaucoma assessment in anterior segment oct

    Fu, H., Xu, Y., Lin, S., Zhang, X., Wong, D. W. K., Liu, J., Frangi, A. F., Baskaran, M. & Aung, T., Sept 2017, In: IEEE Transactions on Medical Imaging. 36, 9, p. 1930-1938 9 p., 7924386.

    Research output: Journal Publication › Article › peer-review

    Open Access
    83 Citations (Scopus)

  • Similarity regularized sparse group lasso for cup to disc ratio computation

    Cheng, J., Zhang, Z., Tao, D., Wong, D. W. K., Liu, J., Baskaran, M., Aung, T. & Wong, T. Y., 1 Aug 2017, In: Biomedical Optics Express. 8, 8, p. 3763-3777 15 p., #294855.

    Research output: Journal Publication › Article › peer-review

    Open Access
    23 Citations (Scopus)

  • Stacked Hidden Markov model for motion intention recognition

    Yang, T., Huang, W., Jiang, Z., Chui, C. K. & Jiang, L., 29 Nov 2017, 2017 IEEE 2nd International Conference on Signal and Image Processing, ICSIP 2017. Institute of Electrical and Electronics Engineers Inc., p. 266-271 6 p. (2017 IEEE 2nd International Conference on Signal and Image Processing, ICSIP 2017; vol. 2017-January).

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

    4 Citations (Scopus)
  • 2016

    Automated basal cell carcinoma detection in high-definition optical coherence tomography

    Li, A., Cheng, J., Yow, A. P., Srivastava, R., Wong, D. W. K., Tey, H. L. & Liu, J., 13 Oct 2016, 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2016. Institute of Electrical and Electronics Engineers Inc., p. 2885-2888 4 p. 7591332. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS; vol. 2016-October).

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

    4 Citations (Scopus)

  • Automated in vivo 3D high-definition optical coherence tomography skin analysis system

    Yow, A. P., Cheng, J., Li, A., Srivastava, R., Liu, J., Wong, D. W. K. & Tey, H. L., 13 Oct 2016, 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2016. Institute of Electrical and Electronics Engineers Inc., p. 3895-3898 4 p. 7591579. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS; vol. 2016-October).

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

    10 Citations (Scopus)

  • Automatic anterior chamber angle structure segmentation in AS-OCT image based on label transfer

    Fu, H., Xu, Y., Wong, D. W. K., Liu, J., Baskaran, M., Perera, S. A. & Aung, T., 13 Oct 2016, 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2016. Institute of Electrical and Electronics Engineers Inc., p. 1288-1291 4 p. 7590942. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS; vol. 2016-October).

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

    15 Citations (Scopus)

  • Axial alignment for anterior segment swept source optical coherence tomography via robust low-rank tensor recovery

    Xu, Y., Duan, L., Fu, H., Zhang, X., Wong, D. W. K., Mani, B., Aung, T. & Liu, J., 2016, Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016 - 19th International Conference, Proceedings. Joskowicz, L., Sabuncu, M. R., Wells, W., Unal, G. & Ourselin, S. (eds.). Springer Verlag, p. 441-449 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9902 LNCS).

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

    4 Citations (Scopus)

  • Deepvessel: Retinal vessel segmentation via deep learning and conditional random field

    Fu, H., Xu, Y., Lin, S., Wong, D. W. K. & Liu, J., 2016, Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016 - 19th International Conference, Proceedings. Unal, G., Ourselin, S., Joskowicz, L., Sabuncu, M. R. & Wells, W. (eds.). Springer Verlag, p. 132-139 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9901 LNCS).

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

    398 Citations (Scopus)

  • Graph based lumen segmentation in optical coherence tomography images

    Xu, M., Cheng, J., Wong, D. W. K., Liu, J., Taruya, A. & Tanaka, A., 26 Apr 2016, 2015 10th International Conference on Information, Communications and Signal Processing, ICICS 2015. Institute of Electrical and Electronics Engineers Inc., 7459951. (2015 10th International Conference on Information, Communications and Signal Processing, ICICS 2015).

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

    10 Citations (Scopus)

  • Integrating holistic and local deep features for glaucoma classification

    Li, A., Cheng, J., Wong, D. W. K. & Liu, J., 13 Oct 2016, 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2016. Institute of Electrical and Electronics Engineers Inc., p. 1328-1331 4 p. 7590952. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS; vol. 2016-October).

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

    73 Citations (Scopus)

  • Retinal vessel segmentation via deep learning network and fully-connected conditional random fields

    Fu, H., Xu, Y., Wong, D. W. K. & Liu, J., 15 Jun 2016, 2016 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, ISBI 2016 - Proceedings. IEEE Computer Society, p. 698-701 4 p. 7493362. (Proceedings - International Symposium on Biomedical Imaging; vol. 2016-June).

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

    260 Citations (Scopus)

  • Semantic reconstruction-based nuclear cataract grading from slit-lamp lens images

    Xu, Y., Duan, L., Wong, D. W. K., Wong, T. Y. & Liu, J., 2016, Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016 - 19th International Conference, Proceedings. Joskowicz, L., Sabuncu, M. R., Wells, W., Unal, G. & Ourselin, S. (eds.). Springer Verlag, p. 458-466 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9902 LNCS).

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

    10 Citations (Scopus)

  • Similarity-weighted linear reconstruction of anterior chamber angles for glaucoma classification

    Xu, Y., Liu, J., Wong, D. W. K., Baskaran, M., Perera, S. A. & Aung, T., 15 Jun 2016, 2016 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, ISBI 2016 - Proceedings. IEEE Computer Society, p. 693-697 5 p. 7493361. (Proceedings - International Symposium on Biomedical Imaging; vol. 2016-June).

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

    5 Citations (Scopus)

  • Skin surface topographic assessment using in vivo high-definition optical coherence tomography

    Yow, A. P., Cheng, J., Li, A., Wall, C., Wong, D. W. K., Liu, J. & Tey, H. L., 26 Apr 2016, 2015 10th International Conference on Information, Communications and Signal Processing, ICICS 2015. Institute of Electrical and Electronics Engineers Inc., 7459853. (2015 10th International Conference on Information, Communications and Signal Processing, ICICS 2015).

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

    6 Citations (Scopus)

  • Speckle Reduction in 3D Optical Coherence Tomography of Retina by A-Scan Reconstruction

    Cheng, J., Tao, D., Quan, Y., Wong, D. W. K., Cheung, G. C. M., Akiba, M. & Liu, J., Oct 2016, In: IEEE Transactions on Medical Imaging. 35, 10, p. 2270-2279 10 p., 7457249.

    Research output: Journal Publication › Article › peer-review

    68 Citations (Scopus)
  • 2015

    A cloud-based system for automatic glaucoma screening

    Yin, F., Wong, D. W. K., Quan, Y., Yow, A. P., Tan, N. M., Gopalakrishnan, K., Lee, B. H., Xu, Y., Zhang, Z., Cheng, J. & Liu, J., 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. 1596-1599 4 p. 7318679. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS; vol. 2015-November).

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

    6 Citations (Scopus)

  • A low-dimensional step pattern analysis algorithm with application to multimodal retinal image registration

    Lee, J. A., Cheng, J., Lee, B. H., Ong, E. P., Xu, G., Wong, D. W. K., Liu, J., Laude, A. & Lim, T. H., 14 Oct 2015, IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2015. IEEE Computer Society, p. 1046-1053 8 p. 7298707. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 07-12-June-2015).

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

    33 Citations (Scopus)

  • An augmented reality assistance platform for eye laser surgery

    Ong, E. P., Lee, J. A., Cheng, J., Lee, B. H., Xu, G., Laude, A., Teoh, S., Lim, T. H., Wong, D. W. K. & Liu, J., 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. 4326-4329 4 p. 7319352. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS; vol. 2015-November).

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

    5 Citations (Scopus)

  • A robust outlier elimination approach for multimodal retina image registration

    Ong, E. P., Lee, J. A., Cheng, J., Xu, G., Lee, B. H., Laude, A., Teoh, S., Lim, T. H., Wong, D. W. K. & Liu, J., 2015, Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015 - 18th International Conference, Proceedings. Hornegger, J., Frangi, A. F., Wells, W. M., Frangi, A. F., Navab, N., Hornegger, J., Navab, N., Wells, W. M., Wells, W. M., Frangi, A. F., Hornegger, J. & Navab, N. (eds.). Springer Verlag, p. 329-337 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9350).

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

    Open Access
    9 Citations (Scopus)

  • Automatic feature learning for glaucoma detection based on deep learning

    Chen, X., Xu, Y., Yan, S., Wong, D. W. K., Wong, T. Y. & Liu, J., 2015, Medical Image Computing and Computer-Assisted Intervention – MICCAI 2015 - 18th International Conference, Proceedings. Frangi, A. F., Navab, N., Hornegger, J. & Wells, W. M. (eds.). Springer Verlag, p. 669-677 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9351).

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

    Open Access
    140 Citations (Scopus)

  • Automatic Optic Disc Detection in OCT Slices via Low-Rank Reconstruction

    Fu, H., Xu, D., Lin, S., Wong, D. W. K. & Liu, J., 1 Apr 2015, In: IEEE Transactions on Biomedical Engineering. 62, 4, p. 1151-1158 8 p., 6967761.

    Research output: Journal Publication › Article › peer-review

    29 Citations (Scopus)

  • Discriminative feature selection for multiple ocular diseases classification by sparse induced graph regularized group lasso

    Chen, X., Xu, Y., Yan, S., Chua, T. S., Wong, D. W. K., Wong, T. Y. & Liu, J., 2015, Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015 - 18th International Conference, Proceedings. Hornegger, J., Frangi, A. F., Wells, W. M., Frangi, A. F., Navab, N., Hornegger, J., Navab, N., Wells, W. M., Wells, W. M., Frangi, A. F., Hornegger, J. & Navab, N. (eds.). Springer Verlag, p. 11-19 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9350).

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

    Open Access
    3 Citations (Scopus)

  • Effective drusen segmentation from fundus images for age-related macular degeneration screening

    Liu, H., Xu, Y., Wong, D. W. K. & Liu, J., 2015, In: Lecture Notes in Computer Science. 9005, p. 483-498 16 p.

    Research output: Journal Publication › Conference article › peer-review

    4 Citations (Scopus)

  • Epidermal segmentation in high-definition optical coherence tomography

    Li, A., Cheng, J., Yow, A. P., Wall, C., Wong, D. W. K., Tey, H. L. & Liu, J., 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. 3045-3048 4 p. 7319034. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS; vol. 2015-November).

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

    27 Citations (Scopus)

  • Glaucoma detection based on deep convolutional neural network

    Chen, X., Xu, Y., Kee Wong, D. W., Wong, T. Y. & Liu, J., 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. 715-718 4 p. 7318462. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS; vol. 2015-November).

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

    312 Citations (Scopus)

  • Growcut-based drusen segmentation for age-related macular degeneration detection

    Liu, H., Xu, Y., Wong, D. W. K. & Liu, J., 27 Feb 2015, 2014 IEEE Visual Communications and Image Processing Conference, VCIP 2014. Institute of Electrical and Electronics Engineers Inc., p. 161-164 4 p. 7051529. (2014 IEEE Visual Communications and Image Processing Conference, VCIP 2014).

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

    Open Access
    3 Citations (Scopus)

  • Multiple ocular diseases classification with graph regularized probabilistic multi-label learning

    Chen, X., Xu, Y., Duan, L., Yan, S., Zhang, Z., Wong, D. W. K. & Liu, J., 2015, In: Lecture Notes in Computer Science. 9006, p. 127-142 16 p.

    Research output: Journal Publication › Conference article › peer-review

    3 Citations (Scopus)

  • Multiple ocular diseases detection based on joint sparse multi-task learning

    Chen, X., Xu, Y., Yin, F., Zhang, Z., Wong, D. W. K., Wong, T. Y. & Liu, J., 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. 5260-5263 4 p. 7319578. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS; vol. 2015-November).

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

    7 Citations (Scopus)

  • Object-based RGBD image co-segmentation with mutex constraint

    Fu, H., Xu, D., Lin, S. & Liu, J., 14 Oct 2015, IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2015. IEEE Computer Society, p. 4428-4436 9 p. 7299072. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 07-12-June-2015).

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

    90 Citations (Scopus)

  • Red lesion detection in retinal fundus images using Frangi-based filters

    Srivastava, R., Wong, D. W. K., Duan, L., Liu, J. & Wong, T. Y., 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. 5663-5666 4 p. 7319677. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS; vol. 2015-November).

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

    40 Citations (Scopus)

  • Registration of color and OCT fundus images using low-dimensional step pattern analysis

    Lee, J. A., Cheng, J., Xu, G., Ong, E. P., Lee, B. H., Wong, D. W. K. & Liu, J., 2015, Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015 - 18th International Conference, Proceedings. Hornegger, J., Frangi, A. F., Wells, W. M., Frangi, A. F., Navab, N., Hornegger, J., Navab, N., Wells, W. M., Wells, W. M., Frangi, A. F., Hornegger, J. & Navab, N. (eds.). Springer Verlag, p. 214-221 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9350).

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

    Open Access
    8 Citations (Scopus)