LT Linfeng Tang
Portrait of Linfeng Tang
School of RoboticsWuhan UniversityHongyi PostdocAdvisor: Prof. Jiayi MaWuhan, 430072, China

Linfeng Tang

Hongyi Postdoc at Wuhan University - Advisor: Prof. Jiayi Ma

I received my Ph.D. degree from the School of Electronic Information, Wuhan University in December 2025 and my B.S. degree from the School of Computer Science and Engineering, Central South University in June 2020. My research focuses on multi-source image fusion perception, including multi-modal image fusion, video fusion, image restoration, image matching, and semantics-aware image fusion. In the past five years, I have published 17 papers as first author, advisor-first-author, or co-first author, including 16 high-level papers in CAS Q1 journals, IEEE Transactions, and CCF-A venues. Eight papers鈥擬ask-DiFuser, SeAFusion, PIAFusion, SwinFusion, SuperFusion, PSFusion, DIVFusion, and STDFusionNet鈥攁re ESI Highly Cited Papers (top 1%). Six of them鈥擲eAFusion, PIAFusion, SwinFusion, SuperFusion, PSFusion, and DIVFusion鈥攁re also ESI Hot Papers (top 0.1%). Google Scholar metrics are refreshed automatically below.

Research Focus

Multi-modal Image Fusion

Infrared-visible image fusion, video fusion, controllable fusion, registration-fusion joint modeling, and general image fusion.

Multi-modal Image Restoration

Image restoration with complementary multi-modal information, focusing on degradation-aware restoration and unified fusion-restoration frameworks.

High-Low Level Vision Co-optimization

Visual-semantic co-optimization strategies and semantics-aware image fusion models designed for high-level vision tasks.

Representative Publications

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IEEE/CAA JAS
swinfusion

SwinFusion: Cross-domain Long-range Learning for General Image Fusion via Swin Transformer

Jiayi Ma, Linfeng Tang, Fan Fan, Jun Huang, Xiaoguang Mei, and Yong Ma
IEEE/CAA Journal of Automatica Sinica, 2022

Models cross-domain long-range dependencies with a Swin Transformer for general image fusion; an ESI Hot and Highly Cited Paper and winner of the 2023 Hsue-shen Tsien Paper Award.

Google Scholar 路 1,582 citations馃敟 ESI Hot Paper馃弳 ESI Highly Cited Paper馃弲 IEEE/CAA JAS 2023 Hsue-shen Tsien Paper Award
Inf. Fusion
seafusion

Image Fusion in the Loop of High-level Vision Tasks: A Semantic-aware Real-time Infrared and Visible Image Fusion Network

Linfeng Tang, Jiteng Yuan, and Jiayi Ma
Information Fusion, 2022

Introduces semantic awareness and high-level task feedback into real-time infrared-visible fusion; an ESI Hot and Highly Cited Paper and the sole Information Fusion Best Paper Award winner for 2024.

Google Scholar 路 1,183 citations馃敟 ESI Hot Paper馃弳 ESI Highly Cited Paper馃弲 Information Fusion 2024 Sole Best Paper Award

Latest News

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2026-06-02 DSPFusion accepted by IEEE TIP

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2026-02-20 VideoFusion accepted by CVPR 2026

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2025-12-26 The image fusion survey received the Journal of Image and Graphics 2020-2024 Excellent Paper Award

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