Paper Publications
- [1] Yu Liu, Zhengzheng Qi, Juan Cheng, Xun Chen, "Rethinking the Effectiveness of Objective Evaluation Metrics in Multi-focus Image Fusion: A Statistic-based Approach," IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 46, no. 8, pp. 5806-5819, 2024.
- [2] Huafeng Li, Junyu Liu, Yafei Zhang, Yu Liu*, “A Deep Learning Framework for Infrared and Visible Image Fusion without Strict Registration,” International Journal of Computer Vision, vol. 132, pp. 1625-1644, 2024.
- [3] Yu Liu, Chen Yu, Juan Cheng, Z. Jane Wang, Xun Chen, "MM-Net: A MixFormer-Based Multi-Scale Network for Anatomical and Functional Image Fusion," IEEE Transactions on Image Processing, vol. 33, pp. 2197-2212, 2024.
- [4] Dingyi Li, Yu Liu*, Zengfu Wang, Jian Yang, “Video Rescaling with Recurrent Diffusion,” IEEE Transactions on Circuits and Systems for Video Technology, vol. 34, no. 10, pp. 9386-9399, 2024.
- [5] Yu Liu, Yize Ma, Zhiqin Zhu, Juan Cheng, Xun Chen, “TransSea: Hybrid CNN-Transformer With Semantic Awareness for 3-D Brain Tumor Segmentation,” IEEE Transactions on Instrumentation and Measurement, vol. 73, p. 2521316, 2024.
- [6] Yuhang Chen, Aiping Liu, Yu Liu*, Zhiyang He, Cong Liu, Xun Chen*, “Multi-Dimensional Medical Image Fusion With Complex Sparse Representation,” IEEE Transactions on Biomedical Engineering, vol. 71, no. 9, pp. 2728-2739, 2024.
- [7] Zhiqin Zhu, Ziyu Wang, Guanqiu Qi, Neal Mazur, Pan Yang, Yu Liu*, “Brain tumor segmentation in MRI with multi-modality spatial information enhancement and boundary shape correction,” Pattern Recognition, vol. 153, p. 110553, 2024.
- [8] Xiaowen Zhang, Aiping Liu, Gang Yang, Yu Liu, Xun Chen, “SIMFusion: A semantic information-guided modality-specific fusion network for MR Images,” Information Fusion, vol. 112, p. 102560, 2024.
- [9] Zhiqin Zhu, Xianyu He, Guanqiu Qi, Yuanyuan Li, Baisen Cong, Yu Liu*, “Brain tumor segmentation based on the fusion of deep semantics and edge information in multimodal MRI,” Information Fusion, vol. 91, pp. 376-387, 2023. (ESI Hot Paper, ESI Highly Cited Paper)
- [10] Yu Liu, Haihang Li, Juan Cheng, Xun Chen, “MSCAF-Net: A General Framework for Camouflaged Object Detection via Learning Multi-Scale Context-Aware Features,” IEEE Transactions on Circuits and Systems for Video Technology, vol. 33, no. 9, pp. 4934-3947, 2023.
MOBILE Version