Jiang Liu

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Prof Jiang Liu

Guest Professor in Computer Science(0.2FTE)

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20032024

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  • Conference contribution

    Optic disk localization by a robust fusion method

    Zhang, J., Yin, F., Wong, D. W. K., Liu, J., Baskaran, M., Cheng, C. Y. & Wong, T. Y., 2013, Medical Imaging 2013: Computer-Aided Diagnosis. 86702G. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 8670).

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

    Open Access
    1 Citation (Scopus)

  • ORGAN: Observation-Guided Radiology Report Generation via Tree Reasoning

    Hou, W., Xu, K., Cheng, Y., Li, W. & Liu, J., 2023, Long Papers. Association for Computational Linguistics (ACL), p. 8108-8122 15 p. (Proceedings of the Annual Meeting of the Association for Computational Linguistics; vol. 1).

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

    1 Citation (Scopus)

  • ORIGA-light: An online retinal fundus image database for glaucoma analysis and research

    Zhang, Z., Yin, F. S., Liu, J., Wong, W. K., Tan, N. M., Lee, B. H., Cheng, J. & Wong, T. Y., 2010, 2010 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC'10. IEEE Computer Society, p. 3065-3068 4 p. 5626137. (2010 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC'10).

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

    338 Citations (Scopus)

  • Osteoporosis Diagnosis Based on Ultrasound Radio Frequency Signal via Multi-channel Convolutional Neural Network

    Chen, Z., Luo, W., Zhang, Q., Lei, B., Wang, T., Chen, Z., Fu, Y., Guo, P., Li, C., Ma, T., Ding, Y. & Liu, J., 2021, 43rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2021. Institute of Electrical and Electronics Engineers Inc., p. 832-835 4 p. (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

    5 Citations (Scopus)

  • Pathological myopia detection from selective fundus image features

    Zhang, Z., Cheng, J., Liu, J., Sheri, Y. C. M., Kong, C. C. & Mei, S. S., 2012, Proceedings of the 2012 7th IEEE Conference on Industrial Electronics and Applications, ICIEA 2012. p. 1742-1745 4 p. 6361007. (Proceedings of the 2012 7th IEEE Conference on Industrial Electronics and Applications, ICIEA 2012).

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

    10 Citations (Scopus)

  • Perceptual-Assisted Adversarial Adaptation for Choroid Segmentation in Optical Coherence Tomography

    Chai, Z., Zhou, K., Yang, J., Ma, Y., Chen, Z., Gao, S. & Liu, J., Apr 2020, ISBI 2020 - 2020 IEEE International Symposium on Biomedical Imaging. IEEE Computer Society, p. 1966-1970 5 p. 9098346. (Proceedings - International Symposium on Biomedical Imaging; vol. 2020-April).

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

    Open Access
    15 Citations (Scopus)

  • Performance benchmarking of liver CT image segmentation and volume estimation

    Xiong, W., Zhou, J., Tian, Q., Liu, J. J., Qi, Y., Leow, W. K., Han, T. & Wang, S. C., 2008, Medical Imaging 2008: PACS and Imaging Informatics. 69190N. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 6919).

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

    2 Citations (Scopus)

  • Peripapillary atrophy detection by biologically inspired feature

    Cheng, J., Liu, J., Wong, D. W. K., Tan, N. M., Cheung, C., Baskaran, M., Wong, T. Y. & Saw, S. M., 2012, ICPR 2012 - 21st International Conference on Pattern Recognition. p. 53-56 4 p. 6460070. (Proceedings - International Conference on Pattern Recognition).

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

    4 Citations (Scopus)

  • Photometric correction of retinal images by polynomial interpolation

    Liu, J., Lu, S., Lim, J. H., Zhang, Z., Meng, T. N., Wong, D. W. K., Li, H. & Wong, T. Y., 2009, 2009 IEEE International Conference on Image Processing, ICIP 2009 - Proceedings. IEEE Computer Society, p. 3893-3896 4 p. 5413965. (Proceedings - International Conference on Image Processing, ICIP).

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

    7 Citations (Scopus)

  • Pixel reconstruction for speckle reduction in 3d optical coherence tomography of retina

    Cheng, J., Zhao, Y., Hu, Y. & Liu, J., Apr 2019, ISBI 2019 - 2019 IEEE International Symposium on Biomedical Imaging. IEEE Computer Society, p. 1424-1427 4 p. 8759399. (Proceedings - International Symposium on Biomedical Imaging; vol. 2019-April).

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

  • Polar Eyeball Shape Net for 3D Posterior Ocular Shape Representation

    Zhang, J., Hu, Y., Qi, X., Meng, T., Wang, L., Fu, H., Yang, M. & Liu, J., 2023, Medical Image Computing and Computer Assisted Intervention – MICCAI 2023 - 26th International Conference, Proceedings. Greenspan, H., Greenspan, H., Madabhushi, A., Mousavi, P., Salcudean, S., Duncan, J., Syeda-Mahmood, T. & Taylor, R. (eds.). Springer Science and Business Media Deutschland GmbH, p. 180-190 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14225 LNCS).

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

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

    Liu, S., Hao, J., Xu, Y., Fu, H., Guo, X., Liu, J., Zheng, Y., Liu, Y., Zhang, J. & Zhao, Y., 2023, Medical Image Computing and Computer Assisted Intervention – MICCAI 2023 - 26th International Conference, Proceedings. Greenspan, H., Greenspan, H., Madabhushi, A., Mousavi, P., Salcudean, S., Duncan, J., Syeda-Mahmood, T. & Taylor, R. (eds.). Springer Science and Business Media Deutschland GmbH, p. 607-617 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14226 LNCS).

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

    Open Access

  • Prior-SSL: A Thickness Distribution Prior and Uncertainty Guided Semi-supervised Learning Method for Choroidal Segmentation in OCT Images

    Zhang, H., Zhang, X., Zhang, Y., Higashita, R. & Liu, J., 2023, Artificial Neural Networks and Machine Learning – ICANN 2023 - 32nd International Conference on Artificial Neural Networks, Proceedings. Iliadis, L., Papaleonidas, A., Angelov, P. & Jayne, C. (eds.). Springer Science and Business Media Deutschland GmbH, p. 570-581 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14255 LNCS).

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

  • Privileged Modality Guided Network for Retinal Vessel Segmentation in Ultra-Wide-Field Images

    Li, X., Hao, H., Fu, H., Zhang, D., Chen, D., Qiao, Y., Liu, J., Zhao, Y. & Zhang, J., 2023, Ophthalmic Medical Image Analysis - 10th International Workshop, OMIA 2023, Held in Conjunction with MICCAI 2023, Proceedings. Antony, B., Chen, H., Fang, H., Fu, H., Lee, C. S. & Zheng, Y. (eds.). Springer Science and Business Media Deutschland GmbH, p. 82-91 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14096 LNCS).

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

  • Probabilistic latent factor model for collaborative filtering with Bayesian inference

    Fang, J., Zhang, X., Hu, Y., Xu, Y., Yang, M. & Liu, J., 2020, Proceedings of ICPR 2020 - 25th International Conference on Pattern Recognition. Institute of Electrical and Electronics Engineers Inc., p. 73-80 8 p. 9412376. (Proceedings - International Conference on Pattern Recognition).

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

    Open Access

  • Pulmonary Nodule Detection Based on RPN with Squeeze-and-Excitation Block

    Lu, X., Wang, X., Fang, J., Zeng, N., Xiang, Y., Zhang, J., Zheng, J. & Liu, J., 19 Aug 2022, ICCCV 2022 - Proceedings of the 5th International Conference on Control and Computer Vision. Association for Computing Machinery, p. 85-92 8 p. (ACM International Conference Proceeding Series).

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

    Open Access

  • Reassembling Consistent-Complementary Constraints in Triplet Network for Multi-view Learning of Medical Images

    Wang, X., Fang, J., Zeng, N., Huang, J., Miao, H., Kwapong, W. R., Zhang, Z., Zhang, S. & Liu, J., 2022, Proceedings - 2022 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2022. Adjeroh, D., Long, Q., Shi, X., Guo, F., Hu, X., Aluru, S., Narasimhan, G., Wang, J., Kang, M., Mondal, A. M. & Liu, J. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1235-1240 6 p. (Proceedings - 2022 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2022).

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

  • Reconstruction and Quantification of 3D Iris Surface for Angle-Closure Glaucoma Detection in Anterior Segment OCT

    Hao, J., Fu, H., Xu, Y., Hu, Y., Li, F., Zhang, X., Liu, J. & Zhao, Y., 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. 704-714 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12265 LNCS).

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

    Open Access
    6 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)

  • Replay-Oriented Gradient Projection Memory for Continual Learning in Medical Scenarios

    Shu, K., Li, H., Cheng, J., Guo, Q., Leng, L., Liao, J., Hu, Y. & Liu, J., 2022, Proceedings - 2022 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2022. Adjeroh, D., Long, Q., Shi, X., Guo, F., Hu, X., Aluru, S., Narasimhan, G., Wang, J., Kang, M., Mondal, A. M. & Liu, J. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1724-1729 6 p. (Proceedings - 2022 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2022).

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

  • Restoration of cataract fundus images via unsupervised domain adaptation

    Li, H., Liu, H., Hu, Y., Higashita, R., Zhao, Y., Qi, H. & Liu, J., 13 Apr 2021, 2021 IEEE 18th International Symposium on Biomedical Imaging, ISBI 2021. IEEE Computer Society, p. 516-520 5 p. 9433795. (Proceedings - International Symposium on Biomedical Imaging; vol. 2021-April).

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

    15 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 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

    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)

  • 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

    259 Citations (Scopus)

  • Retina verification using a combined points and edges approach

    Ong, E. P., Xu, Y., Wong, D. W. K. & Liu, J., 9 Dec 2015, 2015 IEEE International Conference on Image Processing, ICIP 2015 - Proceedings. IEEE Computer Society, p. 2720-2724 5 p. 7351297. (Proceedings - International Conference on Image Processing, ICIP; vol. 2015-December).

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

    7 Citations (Scopus)

  • rPPG-based spoofing detection for face mask attack using efficientnet on weighted spatial-temporal representation

    Yao, C., Wang, S., Zhang, J., He, W., Du, H., Ren, J., Bai, R. & Liu, J., 2021, IEEE International Conference on Image Processing. IEEE Computer Society, p. 3872-3876 5 p.

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

  • RPPG-BASED SPOOFING DETECTION FOR FACE MASK ATTACK USING EFFICIENTNET ON WEIGHTED SPATIAL-TEMPORAL REPRESENTATION

    Yao, C., Wang, S., Zhang, J., He, W., Du, H., Ren, J., Bai, R. & Liu, J., 2021, 2021 IEEE International Conference on Image Processing, ICIP 2021 - Proceedings. IEEE Computer Society, p. 3872-3876 5 p. (Proceedings - International Conference on Image Processing, ICIP; vol. 2021-September).

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

    17 Citations (Scopus)

  • Sample Alignment for Image-to-Image Translation Based Medical Domain Adaptation

    Li, H., Liu, H., Wang, X., Yi, C., Chen, H., Hu, Y. & Liu, J., 2022, ISBI 2022 - Proceedings: 2022 IEEE International Symposium on Biomedical Imaging. IEEE Computer Society, (Proceedings - International Symposium on Biomedical Imaging; vol. 2022-March).

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

    1 Citation (Scopus)

  • SC-GAN: Structure Consistent GAN for Modality Transfer with FFT and Multi-Scale Perception

    Xi, R., Zhang, Y., Bai, R., Higashita, R. & Liu, J., 2023, 2023 IEEE International Symposium on Biomedical Imaging, ISBI 2023. IEEE Computer Society, (Proceedings - International Symposium on Biomedical Imaging; vol. 2023-April).

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

  • Screening of Dementia on OCTA Images via Multi-projection Consistency and Complementarity

    Wang, X., Li, H., Xiao, Z., Fu, H., Zhao, Y., Jin, R., Zhang, S., Kwapong, W. R., Zhang, Z., Miao, H. & Liu, J., 2022, Medical Image Computing and Computer Assisted Intervention – MICCAI 2022 - 25th International Conference, Proceedings. Wang, L., Dou, Q., Fletcher, P. T., Speidel, S. & Li, S. (eds.). Springer Science and Business Media Deutschland GmbH, p. 688-698 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13432 LNCS).

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

  • Sector-based optic cup segmentation with intensity and blood vessel priors

    Yin, F., Liu, J., Wong, D. W. K., Tan, N. M., Cheng, J., Cheng, C. Y., Tham, Y. C. & Wong, T. Y., 2012, 2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2012. p. 1454-1457 4 p. 6346214. (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

    5 Citations (Scopus)

  • Segmentation of gallbladder from CT images for a surgical training system

    Zhou, J., Huang, W., Zhang, J., Yang, T., Liu, J., Chui, C. K. & Chang, S., 2010, Proceedings - 2010 3rd International Conference on Biomedical Engineering and Informatics, BMEI 2010. p. 536-540 5 p. 5639989. (Proceedings - 2010 3rd International Conference on Biomedical Engineering and Informatics, BMEI 2010; vol. 2).

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

    9 Citations (Scopus)

  • Self-assessment for optic disc segmentation

    Cheng, J., Liu, J., Yin, F., Lee, B. H., Wong, D. W. K., Aung, T., Cheng, C. Y. & Wong, T. Y., 2013, 2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2013. p. 5861-5864 4 p. 6610885. (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

    5 Citations (Scopus)

  • Self-Supervision Boosted Retinal Vessel Segmentation for Cross-Domain Data

    Li, H., Li, H., Shu, H., Chen, J., Hu, Y. & Liu, J., 2023, 2023 IEEE International Symposium on Biomedical Imaging, ISBI 2023. IEEE Computer Society, (Proceedings - International Symposium on Biomedical Imaging; vol. 2023-April).

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

  • 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)

  • Semi-Supervised Surgical Video Semantic Segmentation with Cross Supervision of Inter-Frame

    Li, D., Hu, Y., Shen, J., Hao, L. & Liu, J., 2023, 2023 IEEE International Symposium on Biomedical Imaging, ISBI 2023. IEEE Computer Society, (Proceedings - International Symposium on Biomedical Imaging; vol. 2023-April).

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

  • Siamese Encoder-based Spatial-Temporal Mixer for Growth Trend Prediction of Lung Nodules on CT Scans

    Fang, J., Wang, J., Li, A., Yan, Y., Hou, Y., Song, C., Liu, H. & Liu, J., 2022, Medical Image Computing and Computer Assisted Intervention – MICCAI 2022 - 25th International Conference, Proceedings. Wang, L., Dou, Q., Fletcher, P. T., Speidel, S. & Li, S. (eds.). Springer Science and Business Media Deutschland GmbH, p. 484-494 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13431 LNCS).

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

    Open Access
    3 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)

  • SkrGAN: Sketching-rendering unconditional generative adversarial networks for medical image synthesis

    Zhang, T., Fu, H., Zhao, Y., Cheng, J., Guo, M., Gu, Z., Yang, B., Xiao, Y., Gao, S. & Liu, J., 2019, Medical Image Computing and Computer Assisted Intervention – MICCAI 2019 - 22nd International Conference, Proceedings. Shen, D., Yap, P-T., Liu, T., Peters, T. M., Khan, A., Staib, L. H., Essert, C. & Zhou, S. (eds.). Springer Science and Business Media Deutschland GmbH, p. 777-785 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11767 LNCS).

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

    Open Access
    43 Citations (Scopus)

  • Sliding window and regression based cup detection in digital fundus images for glaucoma diagnosis

    Xu, Y., Xu, D., Lin, S., Liu, J., Cheng, J., Cheung, C. Y., Aung, T. & Wong, T. Y., 2011, Medical Image Computing and Computer-Assisted Intervention, MICCAI 2011 - 14th International Conference, Proceedings. PART 3 ed. Springer Verlag, p. 1-8 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6893 LNCS, no. PART 3).

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

    Open Access
    38 Citations (Scopus)

  • Sparse-Gan: Sparsity-Constrained Generative Adversarial Network for Anomaly Detection in Retinal OCT Image

    Zhou, K., Gao, S., Cheng, J., Gu, Z., Fu, H., Tu, Z., Yang, J., Zhao, Y. & Liu, J., Apr 2020, ISBI 2020 - 2020 IEEE International Symposium on Biomedical Imaging. IEEE Computer Society, p. 1227-1231 5 p. 9098374. (Proceedings - International Symposium on Biomedical Imaging; vol. 2020-April).

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

    Open Access
    58 Citations (Scopus)

  • SPATIAL-CONTEXT-AWARE DEEP NEURAL NETWORK FOR MULTI-CLASS IMAGE CLASSIFICATION

    Zhang, J., Zhang, Q., Ren, J., Zhao, Y. & Liu, J., 2022, 2022 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2022 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 1960-1964 5 p. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2022-May).

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

    Open Access
    7 Citations (Scopus)

  • Speckle reduction in optical coherence tomography by image registration and matrix completion

    Cheng, J., Duan, L., Wong, D. W. K., Tao, D., Akiba, M. & Liu, J., 2014, Medical Image Computing and Computer-Assisted Intervention, MICCAI 2014 - 17th International Conference, Proceedings. PART 1 ed. Springer Verlag, p. 162-169 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8673 LNCS, no. PART 1).

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

    Open Access
    9 Citations (Scopus)

  • Speckle reduction in optical coherence tomography by matrix completion using bilateral random projection

    Cheng, J., Duan, L., Wong, D. W. K., Akiba, M. & Liu, J., 2 Nov 2014, 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2014. Institute of Electrical and Electronics Engineers Inc., p. 186-189 4 p. 6943560. (2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2014).

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

    12 Citations (Scopus)

  • Speckle Reduction in Optical Coherence Tomography via Super-Resolution Reconstruction

    Zhao, R., Zhao, Y., Chen, Z., Zhao, Y., Yang, J., Hu, Y., Cheng, J. & Liu, J., Jul 2019, 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2019. Institute of Electrical and Electronics Engineers Inc., p. 5589-5592 4 p. 8856445. (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

    3 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)

  • Structure-Consistent Restoration Network for Cataract Fundus Image Enhancement

    Li, H., Liu, H., Fu, H., Shu, H., Zhao, Y., Luo, X., Hu, Y. & Liu, J., 2022, Medical Image Computing and Computer Assisted Intervention – MICCAI 2022 - 25th International Conference, Proceedings. Wang, L., Dou, Q., Fletcher, P. T., Speidel, S. & Li, S. (eds.). Springer Science and Business Media Deutschland GmbH, p. 487-496 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13432 LNCS).

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

    Open Access
    8 Citations (Scopus)