Recent publications
Article
Ren, S, Liu, W, Jiao, J, Han, G & He, S 2023, 'Edge Distraction-aware Salient Object Detection', IEEE Multimedia. https://doi.org/10.1109/MMUL.2023.3235936
Zhang, B, Xiao, J, Jiao, J, Wei, Y & Zhao, Y 2022, 'Affinity attention graph neural network for weakly supervised semantic segmentation', IEEE Transactions on Pattern Analysis and Machine Intelligence , vol. 44, no. 11, 9440699, pp. 8082-8096. https://doi.org/10.1109/TPAMI.2021.3083269
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, 9531054, 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, YH 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
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, 9466401, pp. 6024-6035. https://doi.org/10.1109/TIP.2021.3090658
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, 9495995, pp. 6700 - 6700. https://doi.org/10.1109/TIP.2021.3097165
Conference contribution
Fu, Z, Jiao, J, Yasrab, R, Drukker, L, Papageorghiou, AT & Noble, JA 2023, Anatomy-Aware Contrastive Representation Learning for Fetal Ultrasound. in L Karlinsky, T Michaeli & K Nishino (eds), Computer Vision – ECCV 2022 Workshops: Tel Aviv, Israel, October 23–27, 2022, Proceedings, Part III. 1 edn, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 13803 LNCS, Springer, Cham, pp. 422-436, 17th European Conference on Computer Vision, ECCV 2022, Tel Aviv, Israel, 23/10/22. https://doi.org/10.1007/978-3-031-25066-8_23
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>
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
Li, Y, Huang, Z, Yu, G, Chen, L, Wei, Y & Jiao, J 2023 'Disentangled Pre-training for Image Matting' arXiv. https://doi.org/10.48550/arXiv.2304.00784
Xu, W & Jiao, J 2023 'Revisiting Implicit Neural Representations in Low-Level Vision' arXiv. https://doi.org/10.48550/arXiv.2304.10250
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
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