康旭東(湖南大學電⽓與信息工程學院教授)

康旭東，男，博士，湖南大學電氣與信息工程學院教授、博士生導師。

基本介紹

• 中文名：康旭東
• 國籍：中國
• 畢業院校：湖南大學
• 學位/學歷：博士
• 專業方向：電氣與信息工程
• 任職院校：湖南大學

人物經歷

教育經歷

2009.9-2015.4 湖南大學 控制科學與工程博士，導師：李樹濤

2012.9-2013.9 冰島大學 信號處理實驗室 聯合培養博士生，導師：Jon Atli Benediktsson

工作經歷

2016.2-2017.2 冰島大學 數位訊號處理實驗室, 訪問學者

2017.12-至今 湖南大學 電氣與信息工程學院, 副 教 授

2016.12-至今 湖南大學 電氣與信息工程學院, 博士生導師

2015.4-2017.12 湖南大學 電氣與信息工程學院， 助理教授

研究方向

遙感圖像處理與套用

在以上研究方向上，課題組與冰島大學、義大利特倫托大學、德國宇航局、及國家海洋局、國防科技大學、武漢大學等國內外科研院所保持密切的科研合作關係

科研項目

1. 國家自然科學基金，61871179，高光譜遙感圖像分類訓練樣本問題研究，2019/01-2022/12, 63萬元，在研，主持。

2. 國家自然科學基金， 61601179，面向海岸帶監測的高光譜圖像深層空譜特徵提取與分類，2017/01-2019/12, 22 萬元，在研，主持。

3. 博士後特別資助，15萬元，2019/01-2020/12, 在研，主持。

4. 國家自然科學基金國際(地區)合作與交流項目, 61520106001，高解析度高光譜遙感圖像信息獲取與處理，2016.01-2020.12，245萬元，在研，參與。

（1） 圖像結構化稀疏表示、融合與識別理論方法研究, 湖南省科技廳,自然科學一等獎，省部一等獎, 2017 (李樹濤; 方樂緣; 康旭東; 楊斌) ;

（2） 高光譜遙感影像空譜特徵提取與分類方法研究（中國圖象圖形學會優秀博士學位論文）, 中國圖象圖形學會, 2017;

（3） Best Reviewer of IEEE Transactions on Geoscience and Remote Sensing in 2017, IEEE Geoscience and Remote Sensing Society, 2017;

（4） Best Reviewer of IEEE Geoscience and Remote Sensing Letters in 2016, IEEE Geoscience and Remote Sensing Society, 2017;

（5） Second Prize in the Student Paper Contest of IGARSS 2014, IEEE Geoscience and Remote Sensing Society, 2017. (Xudong Kang; Meixiu Li; Shutao Li ; Jon Atli Benediktsson)

學術成果

Code of the following papers is available here.

1. Bing Tu, Jinping Wang, Xudong Kang, Guoyun Zhang, Xianfeng Ou, and Longyuan Guo, KNN-based Representation of Superpixels for Hyperspectral Image Classification, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2018, (Accepted).

2. Bing Tu, XiaofeiZhang, Xudong Kang, Guoyun Zhang, and Shutao Li, Density Peak Clustering-based Noisy Label Detection for Hyperspectral Image Classification, IEEE Transactions on Geoscience and Remote Sensing, 2018, to be published, DOI: 10.1109/TGRS.2018.2867444.

3. Shutao Li, Qiaobo Hao, Guanghao Gao, and Xudong Kang, The Effect of Ground Truth on Performance Evaluation of Hyperspectral ImageClassification, IEEE Transactions on Geoscience and Remote Sensing, 2018, to be published.

4. Xudong Kang, Guanghao Gao, Qiaobo Hao, and Shutao Li , A Coarse-to-Fine Method for Cloud Detection in Remote Sensing Images, IEEE Geoscience and Remote Sensing Letters, 2018, to be published.

5. Xudong Kang, Puhong Duan, Xuanlin Xiang, Shutao Li, and Jon Atli Benediktsson, Detection and Correction of Mislabeled Training Samples for Hyperspectral Image Classification, IEEE Transactions on Geoscience and Remote Sensing, 2018, 56(8), 4346-4360.

6. Shutao Li, Kunzhong Zhang, Qiaobo Hao, Puhong Duan, and Xudong Kang, Hyperspectral Anomaly Detection With Multiscale Attribute and Edge-PreservingFilters, IEEE Geoscience and Remote Sensing Letters, 2018, 15(10), 1605-1609.

7. Xudong Kang, Puhong Duan, Shutao Li, and Jon Atli Benediktsson, Decolorization based Hyperspectral Image Visualization, IEEE Transactions on Geoscience and Remote Sensing, 2018, 56(10), 5673-5689.

8. Xudong Kang, Yufan Huang, Hui Lin, Shutao Li, and Jon Atli Benediktsson, Extended Random Walker for Shadow Detection in Very High Resolution Remote Sensing Images, IEEE Transactions on Geoscience and Remote Sensing, 2018, 56(2), 867-876.

9. Shutao Li, Qiaobo Hao, Xudong Kang, and Jon Atli Benediktsson, Gaussian Pyramid Based Multiscale Feature Fusion for Hyperspectral Image Classification, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2018, 11(9), 3312-3324.

10. Xudong Kang; Chengchao Li; Shutao Li; Hui Lin, Classification of Hyperspectral Images by Gabor Filtering Based Deep Network, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2018, 11(4), 1166-1178.

11. Bing Tu, Xiaofei Zhang, Xudong Kang*, Guoyun Zhang, Jinping Wang, and Jianhui Wu, Hyperspectral Image Classification via Fusing Correlation Coefficient and Joint Sparse Representation, IEEE Geoscience and Remote Sensing Letters, 2018, 15(3), 340-344.

12. Xudong Kang, Xuanlin Xiang, Shutao Li, Jon Atli Benediktsson, PCA based Edge-preserving Features for Hyperspectral Image Classification, IEEE Transactions on Geoscience and Remote Sensing, 2017, 55(12), 7140-7151. (ESI highly cited paper, top 1%)

13. Xudong Kang, Xiangping Zhang, Shutao Li, Kenli Li, Jun Li, Jon Atli Benediktsson, Hyperspectral Anomaly Dectection with Attribute and Edge-preserving Filters, IEEE Transactions on Geoscience and Remote Sensing, 2017, 55(10), 5600-5611.

14. Bin Sun, Xudong Kang*, Shutao Li, and Jon Atli Benediktsson, Random Walker based Collaborative Learning for Hyperspectral Image Classification, IEEE Transactions on Geoscience and Remote Sensing, 2017, 55(1), 212-222. (ESI highly cited paper, top 1%)

15. Shutao Li, Xudong Kang, Leyuan Fang, Jianwen Hu, and Haitao Yin, Pixel-level Image Fusion: A Survey of The State of The Art, Information Fusion, 2017, 3(1), 100-112. (ESI highly cited paper, top 1%)

16. Xudong Kang, Shutao Li, Leyuan Fang, and Jon Atli Benediktsson, Intrinsic Image Decomposition for Feature Extraction of Hyperspectral Images, IEEE Transactions on Geoscience and Remote Sensing, 2015, 53(4), 2241-2253.

17. Xudong Kang, Shutao Li, Leyuan Fang, Meixiu Li, and Jon Atli Benediktsson, Extended Random Walker-Based Classi_cation of Hyperspectral Images, IEEE Transactions on Geoscience and Remote Sensing, 2015, 53(1), 144-153.

18. Xudong Kang, Shutao Li, and Jon Atli Benediktsson, Feature Extraction of Hyperspectral Images With Image Fusion and Recursive Filtering, IEEE Transactions on Geoscience and Remote Sensing, 2014, 52(6), 3742-3752.

19. Xudong Kang, Shutao Li, and Jon Atli Benediktsson, Spectral-Spatial Hyperspectral Image Classification With Edge-Preserving Filtering, IEEE Transactions on Geoscience and Remote Sensing, 2014, 52(5), 2666-2677. (ESI highly cited paper, top 1‰)

20. Xudong Kang, Shutao Li, and Jon Atli Benediktsson, Pansharpening With Matting Model, IEEE Transactions on Geoscience and Remote Sensing, 2014, 52(8), 5088-5099.

21. Shutao Li, Xudong Kang, and Jianwen Hu, Image Fusion With Guided Filtering, IEEE Transactions on Image Processing, 2013, 22(7), 2864-2875. (ESI highly cited paper, top 1%)

22. Shutao Li and Xudong Kang, Fast Multi-Exposure Image Fusion With Median Filter and Recursive Filter, IEEE Transactions on Consumer Electronics, 2012, 58(2), 626-632.

23. Shutao Li, Xudong Kang, Jianwen Hu, and Bin Yang, Image Matting For Fusion of Multi-focus Images In Dynamic Scenes, Information Fusion, 2013, 14(2), 147-162.

24. Xudong Kang, Shutao Li, Leyuan Fang, and Jon Atli Benediktsson, Pansharpening Based on Intrinsic Image Decomposition, Sensing and Imaging, 2014, 15(1), 1-17.

25. Kunshan Huang, Shutao Li, Xudong Kang, and Leyuan Fang, Spectral-Spatial Hyperspectral Image Classification Based On KNN, Sensing and Imaging, 2016, 17(1), 1-13.

26. Wei Fu, Shutao Li, Leyuan Fang, Xudong Kang, Jon Atli Benediktsson, Hyperspectral Image Classification Via Shape-Adaptive Joint Sparse Representation, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2016, 9(2), 556-567.

27. Leyuan Fang, Shutao Li, Xudong Kang, and Jon Atli Benediktsson, Spectral-Spatial Classification of Hyperspectral Images With a Superpixel-Based Discriminative Sparse Model, IEEE Transactions on Geoscience and Remote Sensing, 2015, 53(8), 4186-4201. (ESI highly cited paper, top 1%)

28. Leyuan Fang, Shutao Li, Xudong Kang, Joseph A. Izatt, and Sina Farsiu, 3-D Adaptive Sparsity Based Image Compression With Applications to Optical Coherence Tomography, IEEE Transactions on Medical Imaging, 2015, 34(6), 1306-1320.

29. Leyuan Fang, Shutao Li, Xudong Kang, and Jon Atli Benediktsson, Spectral-Spatial Hyperspectral Image Classification Via Multiscale Adaptive Sparse Representation, IEEE Transactions on Geoscience and Remote Sensing, 2014, 52(12), 7738-7749. (ESI highly cited paper, top 1%)

所獲榮譽

2020年1月10日，獲得國家自然科學二等獎（項目名稱“多模圖像結構化稀疏表示與融合理論方法研究”，第3完成人）。