Representative Publications
[TIP 2025] TwinsTNet: Broad-View Twins Transformer Network for Bi-Modal Salient Object Detection
Pengfei Lyu, Xiaosheng Yu, Jianning Chi, Hao Wu, Chengdong Wu, Jagath C. Rajapakse IEEE Transactions on Image Processing, 2025. [github]
[TGRS 2025] Efficient Fourier Filtering Network with Contrastive Learning for AAV-based Unaligned Bi-modal Salient Object Detection
Pengfei Lyu, Pak-Hei Yeung, Xiaosheng Yu, Xiufei Cheng, Chengdong Wu, Jagath C. Rajapakse IEEE Transactions on Geoscience and Remote Sensing, 2025. [github] [arXiv]
[arXiv] Bridging the Inter-Domain Gap through Low-Level Features for Cross-Modal Medical Image Segmentation
Pengfei Lyu, Pak-Hei Yeung, Xiaosheng Yu, Jing Xia, Jianning Chi, Chengdong Wu, Jagath C. Rajapakse arXiv, 2025. [github] [arXiv]
[arXiv] Deep Fourier-embedded Network for RGB and Thermal Salient Object Detection
Pengfei Lyu, Xiaosheng Yu, Pak-Hei Yeung, Chengdong Wu, Jagath C. Rajapakse arXiv, 2024. [github] [arXiv]
Saliency detection via absorbing Markov chain with multi-level cues
Pengfei Lv, Xiaosheng Yu, Jianning Chi, Chengdong Wu IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences, 2022.
Optic disc detection based on visual saliency in fundus image (视觉显著性的眼底图像视盘检测)
Pengfei Lyu, Ying Wang, Siqi Wang, Xiaosheng Yu, Chengdong Wu Journal of Image and Graphics (中国图象图形学报), 2021. Funded Projects
Doctoral Innovation Program -- "Information discrimination and modal fusion based multi-modal salient object detection in complex scenes"
Pengfei Lyu, Chengdong Wu Supported by the Fundamental Research Funds for the Central Universities, Ministry of Education of China, 2023.01-2024.12. Solve a series of problems such as scene understanding and modal fusion faced by RGB-thermal/depth salient object detection in complex or extreme scenes. Academic Services
Reviewer: TMM, TCSVT, TGRS, etc.
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