Recent publications
Article
Fu, Z, Jiao, J, Suttie, M & Noble, JA 2022, 'Facial anatomical landmark detection using regularized transfer learning with application to Fetal Alcohol Syndrome recognition', IEEE Journal of Biomedical and Health Informatics , vol. 26, no. 4, pp. 1591-1601. https://doi.org/10.1109/JBHI.2021.3110680
Mao, A, Liang, Y, Jiao, J, Liu, Y & He, S 2022, 'Mask-guided deformation adaptive network for human parsing', ACM Transactions on Multimedia Computing, Communications and Applications, vol. 18, no. 1, 11. https://doi.org/10.1145/3467889
Wang, J, Jiao, J, Bao, L, He, S, Liu, W & Liu, Y-H 2022, 'Self-supervised video representation learning by uncovering spatio-temporal statistics', IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 44, no. 7, pp. 3791-3806. https://doi.org/10.1109/TPAMI.2021.3057833
Zhang, B, Xiao, J, Jiao, J, Wei, Y & Zhao, Y 2021, 'Affinity attention graph neural network for weakly supervised semantic segmentation', IEEE Transactions on Pattern Analysis and Machine Intelligence . https://doi.org/10.1109/TPAMI.2021.3083269
Chen, J, Jiao, J, He, S, Han, G & Qin, J 2021, 'Few-shot breast cancer metastases classification via unsupervised cell ranking', IEEE/ACM Transactions on Computational Biology and Bioinformatics, vol. 18, no. 5, pp. 1914-1923. https://doi.org/10.1109/TCBB.2019.2960019
Xu, Y, Xu, X, Jiao, J, Li, K, Xu, C & He, S 2021, 'Multi-view face synthesis via progressive face flow', IEEE Transactions on Image Processing, vol. 30, pp. 6024-6035. https://doi.org/10.1109/TIP.2021.3090658
Liu, D, Wen, B, Jiao, J, Liu, X, Wang, Z & Huang, TS 2020, 'Connecting Image Denoising and High-Level Vision Tasks via Deep Learning', IEEE Transactions on Image Processing, vol. 29, 1928955, pp. 3695-3706. https://doi.org/10.1109/TIP.2020.2964518
Tan, Y, Wen, Q, Qin, J, Jiao, J, Han, G & He, S 2020, 'Coupled Rain Streak and Background Estimation via Separable Element-Wise Attention', IEEE Access, vol. 8, 8963735, pp. 16627-16636. https://doi.org/10.1109/ACCESS.2020.2967891
Comment/debate
Xu, Y, Xu, X, Jiao, J, Li, K, Xu, C & He, S 2021, 'Erratum to “Multi-View Face Synthesis via Progressive Face Flow”', IEEE Transactions on Image Processing, vol. 30, pp. 6700 - 6700. https://doi.org/10.1109/TIP.2021.3097165
Conference contribution
Siris, A, Jiao, J, Tam, GKL, Xie, X & Lau, RWH 2022, Scene context-aware salient object detection. in 2021 IEEE/CVF International Conference on Computer Vision (ICCV). IEEE International Conference on Computer Vision. Proceedings, Institute of Electrical and Electronics Engineers (IEEE), pp. 4136-4146, 18th IEEE/CVF International Conference on Computer Vision, ICCV 2021, Virtual, Online, Canada, 11/10/21. https://doi.org/10.1109/ICCV48922.2021.00412
Jiao, J & Henriques, JF 2021, Quantised transforming auto-encoders: achieving equivariance to arbitrary transformations in deep networks. in The 32nd British Machine Vision Conference proceedings . The 32nd British Machine Vision Conference, 22/11/21. <https://www.bmvc2021-virtualconference.com/conference/papers/paper_0520.html>
Ge, C, Liang, Y, Song, Y, Jiao, J, Wang, J & Luo, P 2021, Revitalizing CNN attentions via transformers in self-supervised visual representation learning. in MA Ranzato, A Beygelzimer, Y Dauphin, PS Liang & J Wortman Vaughan (eds), Advances in Neural Information Processing Systems 34 (NeurIPS 2021). Advances in Neural Information Processing Systems, vol. 6, NIPS, pp. 4193-4206, Thirty-fifth Conference on Neural Information Processing Systems, 6/12/21. <https://papers.nips.cc/paper/2021/hash/21be992eb8016e541a15953eee90760e-Abstract.html>
Foreword/postscript
Papież, BW, Yaqub, M, Jiao, J, Namburete, AIL & Noble, JA 2021, Preface. in BW Papież, M Yaqub, J Jiao, AIL Namburete & JA Noble (eds), Medical Image Understanding and Analysis: 25th Annual Conference, MIUA 2021, Oxford, United Kingdom, July 12–14, 2021, Proceedings. 1 edn, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 12722 , Springer, pp. v-vi, 25th Annual Conference on Medical Image Understanding and Analysis, MIUA 2021, Virtual, Online, 12/07/21. https://doi.org/10.1007/978-3-030-80432-9
Preprint
Fu, Z, Jiao, J, Yasrab, R, Drukker, L, Papageorghiou, AT & Noble, JA 2022 'Anatomy-aware contrastive representation learning for fetal ultrasound'. https://doi.org/10.48550/arXiv.2208.10642
Fu, Z, Jiao, J, Suttie, M & Noble, JA 2020 'Cross-Task Representation Learning for Anatomical Landmark Detection'.
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