Pengfei Lyu (Lv) 吕鹏飞

I am a distinguished researcher at the College of Computer Science, Inner Mongolia University.

I received my Ph.D. from the Faculty of Robot Science and Engineering, Northeastern University, China, under the supervision of Prof. Chengdong Wu, and worked with Prof. Xiaosheng Yu.

I was also a Joint PhD student at the College of Computing and Data Science, Nanyang Technological University, Singapore, supervised by Prof. Jagath C. Rajapakse (IEEE Fellow) and worked closely with Dr. Pak-Hei Yeung and Prof. Jing Xia.

My research interests include computer vision and machine learning, with a current focus on multimodal collaborative perception in real-world scenarios.

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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]
[TCSVT 2025] Deep Fourier-embedded Network for RGB and Thermal Salient Object Detection
Pengfei Lyu, Xiaosheng Yu, Pak-Hei Yeung, Chengdong Wu, Jagath C. Rajapakse

IEEE Transactions on Circuits and Systems for Video Technology, 2025.

[github] [arXiv]
[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]
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

Junma Plan High-Level Talent Recruitment Program
Pengfei Lyu,

Supported by the Inner Mongolia University, 2026.01-2031.01.

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.


Academic Services

Area Chair: 2nd RoSeN Reviewer: TIP, TNNLS, TMM, TCSVT, TGRS, TASE, TIM, etc.