Xudong Kang

Xudong Kang（康旭东）

湖南大学教授 / Professor, Hunan University

湖南大学国家卓越工程师学院常务副院长

Executive Vice Dean, National Graduate College for Engineers, Hunan University

国家自然科学基金青年科学基金项目（A类）获得者

Recipient of the NSFC Young Scientists Fund (Category A)

国家级青年人才 / National Young Talent

科睿唯安高被引科学家（2023）/ Clarivate Highly Cited Researcher (2023)

研究方向：高光谱图像处理、多模态图像融合、光谱–空间表征学习、图像超分辨率、分类、分割与异常检测。

Research interests: Hyperspectral image processing; multimodal image fusion; spectral–spatial representation learning; image super-resolution; classification, segmentation and anomaly detection.

邮箱 / Email: xudong_kang@163.com

Google Scholar: https://scholar.google.com/citations?user=5XOeLZYAAAAJ&hl=en

News

Seeing beyond the Eye Ability lab (SEA，超视实验室) at the Hunan University is looking for postdoctor、PHD student、Master student and Engineers to attend our team and Lab. Research directions include: Machine Learning, remote sensing, computer vision, AI, etc.

团队长期招募博士后、博士、研究生与工程师，研究方向为机器学习、计算机视觉、人工智能

Selected recent publications
2026 — Modeling Spectral-Spatial Attributes for Hyperspectral Anomaly Detection. IEEE Transactions on Pattern Analysis and Machine Intelligence.
2026 — Spectral-Spatial Dynamic Scan Mamba for Multi-Source Remote Sensing Data Classification. IEEE Transactions on Image Processing.
2026 — Orientation-Guided Homography for Fine-Grained Cross-View Localization. IEEE Transactions on Image Processing.
2026 — Domain-Adaptive Mamba for Cross-Scene Hyperspectral Image Classification. IEEE Transactions on Image Processing.
2026 — Spectral–Spatial–Temporal Kolmogorov–Arnold Network for Hyperspectral Change Detection. IEEE Transactions on Neural Networks and Learning Systems.
2025 — Learning From Vision Foundation Models for Cross-Domain Remote Sensing Image Segmentation. IEEE Transactions on Image Processing.
2025 — Continuous Feature Representation for Camouflaged Object Detection. IEEE Transactions on Image Processing.
2024 — Efficient Swin Transformer for Remote Sensing Image Super-Resolution. IEEE Transactions on Image Processing.
Selected earlier contributions
Image Fusion with Guided Filtering. IEEE Transactions on Image Processing, 2013.
Spectral–Spatial Hyperspectral Image Classification with Edge-Preserving Filtering. IEEE Transactions on Geoscience and Remote Sensing, 2014.
Pixel-Level Image Fusion: A Survey of the State of the Art. Information Fusion, 2017.
Hyperspectral Anomaly Detection with Attribute and Edge-Preserving Filters. IEEE Transactions on Geoscience and Remote Sensing, 2017.
Full publication list: https://scholar.google.com/citations?user=5XOeLZYAAAAJ&hl=en
Google Scholar metrics (1 November 2026): 14,679 citations; h-index 57; i10-index 121.

Education Experience

From 2016-03 to 2017-02, University of Iceland, Remote Sensing Image Processing, Visiting Scholar
From 2009-09 to 2015-04, Hunan University, Pattern Recognition and Intelligent System, PhD
From 2012-09 to 2013-09, University of Iceland, Remote Sensing Image Processing, Co-supervised PhD
From 2003-09 to 2007-06, North East University (China), Automation, Bachelor Degree

Working Experience

From 2023-07 to Now, Hunan University, Libraray, Deputy Director
From 2022-01 to Now, Hunan University, School of Robotics, Professor.
From 2020-12 to 2022-01, Hunan University, College of Electrical and Information Engineering, Professor
From 2017-12 to 2020-09, College of Electrical and Information Engineering, Associate Professor
From 2015-04 to 2017-12, College of Electrical and Information Engineering, Assistant Professor
From 2007-07 to 2008-05, Anshan Iron and Steel Corporation, Assistant Engineer

Acadamic Services

IEEE Geoscience and Remote Sensing Letters, Associate Editor
IEEE Transactions on Geoscience and Remote Sensing, Associate Editor (from 2017-2018)
Journal of Remote Sensing (Chinese), Member of Editor Board
Remote Sensing, Guest Editor
IEEE Visual Intelligence, Associate Editor
IEEE The Journal on Miniaturization for Air and Space Systems, Associate Editor