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2025
A Structured Bipartite Graph Learning method for ensemble clustering
Zhang, Z., Chen, X., Wang, C., Wang, R., Song, W. & Nie, F., Apr 2025, In: Pattern Recognition. 160, 111133.Research output: Journal Publication › Article › peer-review
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Distilled transformers with locally enhanced global representations for face forgery detection
Zhang, Y., Li, Q., Yu, Z. & Shen, L., May 2025, In: Pattern Recognition. 161, 111253.Research output: Journal Publication › Article › peer-review
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Local-enhanced representation for text-based person search
Zhang, G., Chen, Y., Zheng, Y., Martin, G. & Wang, R., May 2025, In: Pattern Recognition. 161, 111247.Research output: Journal Publication › Article › peer-review
Open Access -
MIND: Modality-Informed Knowledge Distillation Framework for Multimodal Clinical Prediction Tasks
Guerra-Manzanares, A. & Shamout, F. E., 2025, In: Transactions on Machine Learning Research. 2025Research output: Journal Publication › Article › peer-review
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Radar gait recognition using Dual-branch Swin Transformer with Asymmetric Attention Fusion
He, W., Ren, J., Bai, R. & Jiang, X., Mar 2025, In: Pattern Recognition. 159, 111101.Research output: Journal Publication › Article › peer-review
Open Access -
Structured multi-view k-means clustering
Zhang, Z., Chen, X., Wang, C., Wang, R., Song, W. & Nie, F., Apr 2025, In: Pattern Recognition. 160, 111113.Research output: Journal Publication › Article › peer-review
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Two-stage Rule-induction visual reasoning on RPMs with an application to video prediction
He, W., Ren, J., Bai, R. & Jiang, X., Apr 2025, In: Pattern Recognition. 160, 111151.Research output: Journal Publication › Article › peer-review
Open Access -
Weakly supervised bounding-box generation for camera-trap image based animal detection
Xie, P., Gao, R., Lu, W. & Shen, L., 1 Jan 2025, In: IET Computer Vision. 19, 1, e12332.Research output: Journal Publication › Article › peer-review
Open Access -
2024
A hierarchical cooperative genetic programming for complex piecewise symbolic regression
Chen, X., Yi, W., Bai, R., Qu, R. & Jin, Y., 2024, 2024 IEEE Congress on Evolutionary Computation, CEC 2024 - Proceedings. Institute of Electrical and Electronics Engineers Inc., (2024 IEEE Congress on Evolutionary Computation, CEC 2024 - Proceedings).Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review
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A Max-Relevance-Min-Divergence criterion for data discretization with applications on naive Bayes
Wang, S., Ren, J., Bai, R., Yao, Y. & Jiang, X., May 2024, In: Pattern Recognition. 149, 110236.Research output: Journal Publication › Article › peer-review
Open Access -
APSeg: Auto-Prompt Network for Cross-Domain Few-Shot Semantic Segmentation
He, W., Zhang, Y., Zhuo, W., Shen, L., Yang, J., Deng, S. & Sun, L., 2024, Proceedings - 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2024. IEEE Computer Society, p. 23762-23772 11 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review
Open Access -
Characterising deep learning loss landscapes with local optima networks
Zhou, Y., Neri, F. & Bai, R., 2024, 2024 IEEE Congress on Evolutionary Computation, CEC 2024 - Proceedings. Institute of Electrical and Electronics Engineers Inc., (2024 IEEE Congress on Evolutionary Computation, CEC 2024 - Proceedings).Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review
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CLIP-Guided Bidirectional Prompt and Semantic Supervision for Dynamic Facial Expression Recognition
Zhang, J., Liu, X., Liang, Y., Xian, X., Xie, W., Shen, L. & Song, S., 2024, Proceedings - 2024 IEEE International Joint Conference on Biometrics, IJCB 2024. Institute of Electrical and Electronics Engineers Inc., (Proceedings - 2024 IEEE International Joint Conference on Biometrics, IJCB 2024).Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review
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Data augmentation by morphological mixup for solving Raven’s progressive matrices
He, W., Ren, J. & Bai, R., Apr 2024, In: Visual Computer. 40, 4, p. 2457-2470 14 p.Research output: Journal Publication › Article › peer-review
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Design and Validation of Flexible Aerial Robotics for Safe Human-Robot Interaction
Jia, F., Zheng, Z., Li, C., Xiao, J., Li, R., Yang, X., Rushworth, A. & Ijaz, S., 2024, 2024 IEEE/RSJ International Conference on Intelligent Robots and Systems, IROS 2024. Institute of Electrical and Electronics Engineers Inc., p. 9342-9347 6 p. (IEEE International Conference on Intelligent Robots and Systems).Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review
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Evolution-assisted deep reinforcement learning for fast charging station coordinated operation
Yang, X., Gu, Y., Jia, F., Li, Y., Wang, H., Du, N., Cui, T., Ye, Y. & Bai, R., 2024, 2024 IEEE Congress on Evolutionary Computation, CEC 2024 - Proceedings. Institute of Electrical and Electronics Engineers Inc., (2024 IEEE Congress on Evolutionary Computation, CEC 2024 - Proceedings).Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review
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Expression-Aware Masking and Progressive Decoupling for Cross-Database Facial Expression Recognition
Zhong, T., Xian, X., Wang, Z., Xie, W. & Shen, L., 2024, 2024 IEEE 18th International Conference on Automatic Face and Gesture Recognition, FG 2024. Institute of Electrical and Electronics Engineers Inc., (2024 IEEE 18th International Conference on Automatic Face and Gesture Recognition, FG 2024).Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review
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Guest Editorial: Special issue on advances in representation learning for computer vision
Teoh, A. B. J., Song Ong, T., Lim, K. M. & Lee, C. P., Feb 2024, In: CAAI Transactions on Intelligence Technology. 9, 1, p. 1-3 3 p.Research output: Journal Publication › Editorial
Open Access -
Guidewire Endpoint Detection Based on Pixel-Adjacent Relation during Robot-Assisted Intravascular Catheterization: In Vivo Mammalian Models
Du, W., Yi, G., Omisore, O. M., Duan, W., Chen, X., Akinyemi, T., Liu, J., Lee, B. G. & Wang, L., 6 Jan 2024, (Published Online) In: Advanced Intelligent Systems. 6, 4, 2300687.Research output: Journal Publication › Article › peer-review
Open Access -
Heterogeneous domain adaptation via incremental discriminative knowledge consistency
Lu, Y., Lin, D., Wen, J., Shen, L., Li, X. & Wen, Z., Dec 2024, In: Pattern Recognition. 156, 110857.Research output: Journal Publication › Article › peer-review
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Medical image registration and its application in retinal images: a review
Nie, Q., Zhang, X., Hu, Y., Gong, M. & Liu, J., Dec 2024, In: Visual Computing for Industry, Biomedicine, and Art. 7, 1, 21.Research output: Journal Publication › Review article › peer-review
Open Access -
Mixed-decomposed convolutional network: A lightweight yet efficient convolutional neural network for ocular disease recognition
Zhang, X., Wu, X., Xiao, Z., Hu, L., Qiu, Z., Sun, Q., Higashita, R. & Liu, J., Apr 2024, In: CAAI Transactions on Intelligence Technology. 9, 2, p. 319-332 14 p.Research output: Journal Publication › Article › peer-review
Open Access -
Multi-Scale Dynamic and Hierarchical Relationship Modeling for Facial Action Units Recognition
Wang, Z., Song, S., Luo, C., Deng, S., Xie, W. & Shen, L., 2024, Proceedings - 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2024. IEEE Computer Society, p. 1270-1280 11 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review
Open Access -
Network characteristics adaption and hierarchical feature exploration for robust object recognition
Xie, W., Luo, C., Wang, G., Shen, L., Lai, Z. & Song, S., May 2024, In: Pattern Recognition. 149, 110240.Research output: Journal Publication › Article › peer-review
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PointFaceFormer: Local and Global Attention Based Transformer for 3D Point Cloud Face Recognition
Gao, Z., Li, Q., Wang, G. & Shen, L., 2024, 2024 IEEE 18th International Conference on Automatic Face and Gesture Recognition, FG 2024. Institute of Electrical and Electronics Engineers Inc., (2024 IEEE 18th International Conference on Automatic Face and Gesture Recognition, FG 2024).Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review
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PointSurFace: Discriminative point cloud surface feature extraction for 3D face recognition
Yang, J., Li, Q. & Shen, L., Dec 2024, In: Pattern Recognition. 156, 110858.Research output: Journal Publication › Article › peer-review
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ReactFace: Online Multiple Appropriate Facial Reaction Generation in Dyadic Interactions
Luo, C., Song, S., Xie, W., Spitale, M., Ge, Z., Shen, L. & Gunes, H., 2024, (Accepted/In press) In: IEEE Transactions on Visualization and Computer Graphics.Research output: Journal Publication › Article › peer-review
Open Access -
Regional context-based recalibration network for cataract recognition in AS-OCT
Zhang, X., Xiao, Z., Yang, B., Wu, X., Higashita, R. & Liu, J., Mar 2024, In: Pattern Recognition. 147, 110069.Research output: Journal Publication › Article › peer-review
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Relative-position embedding based spatially and temporally decoupled Transformer for action recognition
Ma, Y. & Wang, R., Jan 2024, In: Pattern Recognition. 145, 109905.Research output: Journal Publication › Article › peer-review
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Rethinking Dual-Stream Super-Resolution Semantic Learning in Medical Image Segmentation
Qiu, Z., Hu, Y., Chen, X., Zeng, D., Hu, Q. & Liu, J., 1 Jan 2024, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 46, 1, p. 451-464 14 p.Research output: Journal Publication › Article › peer-review
Open Access -
Retinal structure guidance-and-adaption network for early Parkinson's disease recognition based on OCT images
Shi, H., Wei, J., Jin, R., Peng, J., Wang, X., Hu, Y., Zhang, X. & Liu, J., Dec 2024, In: Computerized Medical Imaging and Graphics. 118, 102463.Research output: Journal Publication › Article › peer-review
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Structure and Intensity Unbiased Translation for 2D Medical Image Segmentation
Zhang, T., Zheng, S., Cheng, J., Jia, X., Bartlett, J., Cheng, X., Qiu, Z., Fu, H., Liu, J., Leonardis, A. & Duan, J., 2024, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 46, 12, p. 10060-10075 16 p.Research output: Journal Publication › Article › peer-review
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WBNet: Weakly-supervised salient object detection via scribble and pseudo-background priors
Wang, Y., Wang, R., He, X., Lin, C., Wang, T., Jia, Q. & Fan, X., Oct 2024, In: Pattern Recognition. 154, 110579.Research output: Journal Publication › Article › peer-review
Open Access -
2023
Activation Template Matching Loss for Explainable Face Recognition
Lin, H., Liu, H., Li, Q. & Shen, L., 2023, 2023 IEEE 17th International Conference on Automatic Face and Gesture Recognition, FG 2023. Institute of Electrical and Electronics Engineers Inc., (2023 IEEE 17th International Conference on Automatic Face and Gesture Recognition, FG 2023).Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review
Open Access -
A generic fundus image enhancement network boosted by frequency self-supervised representation learning
Li, H., Liu, H., Fu, H., Xu, Y., Shu, H., Niu, K., Hu, Y. & Liu, J., Dec 2023, In: Medical Image Analysis. 90, 102945.Research output: Journal Publication › Article › peer-review
Open Access -
A Novel Attitude Feature Extraction Method for Multi-IMU Based Fall Detection System
Chai, X., Lee, B. G., Pike, M., Wu, R. & Wu, X., 2023, 2023 IEEE 3rd International Conference on Power, Electronics and Computer Applications, ICPECA 2023. Institute of Electrical and Electronics Engineers Inc., p. 99-103 5 p. (2023 IEEE 3rd International Conference on Power, Electronics and Computer Applications, ICPECA 2023).Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review
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A Novel Constrained Latin Hypercube Sampling for Electric Machine
Li, J., Tan, N. M. L., Xu, Z. & Fu, W., 2023, IEACon 2023 - 2023 IEEE Industrial Electronics and Applications Conference. Institute of Electrical and Electronics Engineers Inc., p. 69-74 6 p. (IEACon 2023 - 2023 IEEE Industrial Electronics and Applications Conference).Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review
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Automatic Step Recognition with Video and Kinematic Data for Intelligent Operating Room and Beyond
Chng, C. B., Lin, W., Hu, Y., Hu, Y., Liu, J. & Chui, C. K., 7 Dec 2023, SOICT 2023 - 12th International Symposium on Information and Communication Technology. Association for Computing Machinery, p. 599-606 8 p. (ACM International Conference Proceeding Series).Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review
Open Access -
Cascaded face super-resolution with shape and identity priors
Zeng, D., Li, Z., Yan, X., Jiang, W., Wang, X., Liu, J. & Tang, B., 18 Sept 2023, In: IET Image Processing. 17, 11, p. 3309-3322 14 p.Research output: Journal Publication › Article › peer-review
Open Access -
Cervical cancerous cell classification: opposition-based harmony search for deep feature selection
Das, N., Mandal, B., Santosh, K., Shen, L. & Chakraborty, S., Nov 2023, In: International Journal of Machine Learning and Cybernetics. 14, 11, p. 3911-3922 12 p.Research output: Journal Publication › Article › peer-review
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CGBA-Net: context-guided bidirectional attention network for surgical instrument segmentation
Wang, Y., Hu, Y., Shen, J., Zhang, X., Li, H., Qiu, Z., Ye, F. & Liu, J., Oct 2023, In: International journal of computer assisted radiology and surgery. 18, 10, p. 1769-1781 13 p.Research output: Journal Publication › Article › peer-review
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Chinese Corporate Fraud Risk Assessment with Machine Learning
Lu, Q., Fu, C., Nan, K., Fang, Y., Xu, J., Liu, J., Bellotti, A. G. & Lee, B. G., Nov 2023, In: Intelligent Systems with Applications. 20, 200294.Research output: Journal Publication › Article › peer-review
Open Access -
Combating Coronary Calcium Scoring Bias for Non-gated CT by Semantic Learning on Gated CT
Li, J., Li, A., Fang, J., Hou, Y., Song, C., Yang, H., Wang, J., Liu, H. & Liu, J., 2023, Proceedings - 2023 IEEE/CVF International Conference on Computer Vision Workshops, ICCVW 2023. Institute of Electrical and Electronics Engineers Inc., p. 2575-2583 9 p. (Proceedings - 2023 IEEE/CVF International Conference on Computer Vision Workshops, ICCVW 2023).Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review
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ConTrans-Detect: A Multi-Scale Convolution-Transformer Network for DeepFake Video Detection
Sun, W., Ma, Y., Zhang, H. & Wang, R., 2023, 2023 29th International Conference on Mechatronics and Machine Vision in Practice, M2VIP 2023. Institute of Electrical and Electronics Engineers Inc., (2023 29th International Conference on Mechatronics and Machine Vision in Practice, M2VIP 2023).Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review
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Corneal Endothelial Cell Segmentation with Multiple Long-range Dependencies
Zeng, L., Zhang, Y., Higashita, R. & Liu, J., 9 Nov 2023, ICBBE 2023 - Proceedings of the 2023 10th International Conference on Biomedical and Bioinformatics Engineering. Association for Computing Machinery, p. 67-72 6 p. (ACM International Conference Proceeding Series).Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review
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Cross-domain learning for underwater image enhancement
Li, F., Zheng, J., Zhang, Y. F., Jia, W., Wei, Q. & He, X., Jan 2023, In: Signal Processing: Image Communication. 110, 116890.Research output: Journal Publication › Article › peer-review
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Cross-modal Short Video Recommendation
Wan, Z., Xu, Y., Yang, M. & Hua, X., 2023, Proceedings - 2023 International Conference on Machine Vision, Image Processing and Imaging Technology, MVIPIT 2023. Institute of Electrical and Electronics Engineers Inc., p. 117-122 6 p. (Proceedings - 2023 International Conference on Machine Vision, Image Processing and Imaging Technology, MVIPIT 2023).Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review
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Data Partition Optimization for High Energy Efficiency by Decoupling Local Dependence in Holographic Video Decoder
Liu, X., Luo, J., Blinder, D., Chen, F., Yu, H., Schelkens, P., Catthoor, F. & Ha, Y., 2023, ICECS 2023 - 2023 30th IEEE International Conference on Electronics, Circuits and Systems: Technosapiens for Saving Humanity. Institute of Electrical and Electronics Engineers Inc., (ICECS 2023 - 2023 30th IEEE International Conference on Electronics, Circuits and Systems: Technosapiens for Saving Humanity).Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review
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Deep generative image priors for semantic face manipulation
Hou, X., Shen, L., Ming, Z. & Qiu, G., Jul 2023, In: Pattern Recognition. 139, 109477.Research output: Journal Publication › Article › peer-review
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Deep learning for computational cytology: A survey
Jiang, H., Zhou, Y., Lin, Y., Chan, R. C. K., Liu, J. & Chen, H., Feb 2023, In: Medical Image Analysis. 84, 102691.Research output: Journal Publication › Review article › peer-review
Open Access