方乐缘

‍‍方乐缘

个人简介

1985 5 月生,现为湖南大学电气与信息工程学院教授,博士生导师。2015 6月获湖南大学电气与信息工程专业博士学位,20119-20129月在美国杜克大学生物医学工程系进行博士联合培养,并于20169-至今在美国杜克大学生物医学工程系进行博士后研究。现主要从事遥医学和感图像处理与分析、稀疏表示、深度学习方向的研究。

主要教育经历

2010.9-2015.6   

湖南大

控制科学与工程专业

博士,导师:李树涛

2011.9-2012.9   

杜克大学

生物医学工程专业

联合培养博士生,导师:Sina Farsiu

 

2008.9-2010.9   

湖南大学

控制科学与工程专业

研究生在读,导师:李树涛

 

主要工作经历

2016.9-至今    

杜克大学   生物医学工程系               博士后研究人员               

2017.1-至今

湖南大学    电气与信息工程学院        副教授

2015.12-至今   

湖南大学    电气与信息工程学院        博士生导师                               

2013.6-至今    

湖南大学    电气与信息工程学院        助理教授(讲师)

 

研究成果-主要国际期刊论文

1. Leyuan Fang, Shutao Li, Davia Counefair, and Sina Farsiu, Segmentation based sparse reconstruction of optical coherence tomography images, IEEE Transactions on Medical Imaging, 待刊,2016.

2. Leyuan Fang, Shutao Li, Qing Nie, Ryan Mcnabb, Anthony Kuo, Cynthia Toth, Joseph Izatt, and Sina Farsiu, Fast acquisition and reconstruction of optical coherence tomography images via sparse representation, IEEE Transactions on Medical Imaging, 2013, 32(11):2034-2049.SCI EI收录 ESI highly cited paper 3%

3. Leyuan Fang, Shutao Li, Xudong Kang, Joseph 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. SCI EI收录)

4. Leyuan Fang, Shutao Li, Wuhui Duan, Jinchang Ren, and Jón Benediktsson, Classification of hyperspectral images by exploiting spectral-spatial information of superpixel via multiple kernels, IEEE Transactions on Geoscience and Remote Sensing, 2015, 53(12): 6663-6674. SCI EI收录)

5. Leyuan Fang, Shutao Li, Xudong Kang, and Jón 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.SCI EI收录)

6. Leyuan Fang, Shutao Li, Xudong Kang, and Jón Benediktsson, Spectral-spatial hyperspectral image classification via multiscale adaptive sparse representation, IEEE Transactions on Geoscience and Remote Sensing, 2014, 52(12): 7738-7749. SCI EI收录 ESI highly cited paper 3%

7. Leyuan Fang and Shutao Li, Face recognition by exploiting local gabor features via multi-task adaptive sparse representation, IEEE Transactions on Instrumentation and Measurement, 2015, 64(10): 2605-2615.SCI EI收录)

8. Leyuan Fang, Cheng Wang, Shutao Li, Jón Benediktsson, Hyperspectral image classification via multiple-feature based adaptive sparse representation, IEEE Transactions on Instrumentation and Measurement, 待刊, 2017.SCI EI收录)

9. Leyuan Fang, Nanjun He, Hui Lin, CP tensor based compression of hyperspectral images, Journal of the Optical Society of America A, 待刊,2017. SCI EI收录)

10. Leyuan Fang, Shutao Li, Qing Nie, Cynthia Toth, Joseph Izatt, and Sina Farsiu, Sparsity based denoising of spectral domain optical coherence tomography images, Biomedical Optics Express, 2012, 3(5):927-942.SCI EI收录)(selected as the ‘Feature of the week’ in OCTNews http://www.octnews.org)

11. Shutao Li, Leyuan Fang, and Yin Haitao, An efficient dictionary learning algorithm and its application to 3-D medical image denoising, IEEE Transactions on Biomedical Engineering, 2012, 59(2):417-427.SCI EI收录)

12. Shutao Li and Leyuan Fang, Signal denoising with random refined orthogonal matching pursuit, IEEE Transactions on Instrumentation and Measurement, 2012, 61(1):26-34.SCI EI收录)

13. Shutao Li and Leyuan Fang, Multitemporal image change detection using a detail-enhancing approach with nonsubsampled contourlet transformIEEE Geoscience and Remote Sensing Letters, 2012, 9(5):836-840.SCI EI收录)

14. Ting LuShutao LiLeyuan FangLorenzo Bruzzone, and Jon Atli Benediktsson, Set-to-set distance-based spectral-spatial classification of hyperspectral images,  IEEE Transactions on Geoscience and Remote Sensing, 2016, 54(12): 7122-7134.SCI EI收录)

15. Shutao LiTing LuLeyuan FangXiuping Jia, and Jon Atli Benediktsson, Probabilistic Fusion of Pixel-Level and Superpixel-Level Hyperspectral Image Classification,  IEEE Transactions on Geoscience and Remote Sensing, 2016, 54(12): 7416-7430. SCI EI收录)

16. Xudong Kang, Shutao Li, Leyuan Fang, and Jón Benediktsson, Intrinsic image decomposition for feature extraction of hyperspectral imagesIEEE Transactions on Geoscience and Remote Sensing, 2015, 53(4): 2241-2253.SCI EI收录)

17. Wei Fu, Shutao Li, Leyuan Fang, Xudong Kang, and Jón Benediktsson, Adaptive Spectral-Spatial Compression of Hyperspectral Image With Sparse Representation, IEEE Transactions on Geoscience and Remote Sensing, 待刊,2016.SCI EI收录)

18. Xudong Kang, Shutao Li, Leyuan Fang, Meixiu Li, and Jón Benediktsson, Extended random walker-based classification of hyperspectral images, IEEE Transactions on Geoscience and Remote Sensing, 2015, 53(1): 144-153.SCI EI收录)

19. Shutao Li, Haitao Yin, and Leyuan Fang, Remote sensing image fusion via sparse representations over learned dictionaries, IEEE Transactions on Geoscience and Remote Sensing, 2013, 51(9): 4779-4789.SCI EI收录)

20. Shutao Li, Haitao Yin, and Leyuan Fang, Group-sparse representation with dictionary learning for medical image denoising and fusion, IEEE Transactions on Biomedical Engineering, 2012, 59(12): 3450-3459.SCI EI收录)  

21. Haicang Liu, Shutao Li, and Leyuan Fang, Robust Object Tracking based on Principal Component Analysis and Local Sparse Representation, IEEE Transactions on Instrumentation and Measurement, 64(11): 2863-2875, 2015.SCI EI收录)

22. Shutao LiXudong Kang, and Leyuan FangJianwen HuHaitao Yin, Pixel-level image fusion: A survey of the state of the art, Information Fusion, 33: 100-112, 2017.

23. Haitao Yin, Shutao Li, and Leyuan Fang, Simultaneous image fusion and super-resolution using sparse representation, Information Fusion, 2013, 14(3): 229-240.SCI EI收录)  

24. Haitao Yin, Shutao Li, and Leyuan Fang, Block-sparse compressed sensing: non-convex model and iterative reweighted algorithm, Inverse Problems in Science and Engineering, 2013, 21(1): 141-154. SCI EI收录)  

25. Xudong Kang, Shutao Li, and Leyuan Fang, Jón Atli Benediktsson. Pansharpening based on intrinsic image decomposition. Sensing and Imaging. 2014, 15(1): 1-17.EI收录)  

26. Wei Fu, Shutao Li, Leyuan Fang, Xudong Kang, and Jón Benediktsson, Hyperspectral classification via shape-adaptive sparse representation, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2016, 9(2): 556-567. SCI EI收录)  

27. Ting Lu, Shutao LiLeyuan FangYi Ma, and Jón Atli Benediktsson, Spectral-spatial adaptive sparse representation for hyperspectral image denoising,  IEEE Transactions on Geoscience and Remote Sensing, 2016, 54(1): 373-385. SCI EI收录)  

28. Ting Lu, Shutao Li, Leyuan Fang, Jón Benediktsson, SAR Image despeckling via structural sparse representation, Sensing and Imaging, 2016, 17(2): 1-12. EI收录)  

29. Kunshan Huang, Shutao Li, Xudong Kang, and Leyuan Fang, Spectral–spatial hyperspectral image classification based on KNN, 2016, 17(1): 31-39, Sensing and Imaging, 2016. EI收录)  

研究成果-主要国际会议论文

1. Leyuan Fang, Shutao Li, and Jianwen Hu, Multitemporal image change detection with compressed sparse representation, IEEE Conference on Image Processing, 2011, pp. 2673-2676.EI ISTP收录)

2. Shutao Li and Leyuan Fang, An efficient learned dictionary and its application to non-local denoising, IEEE Conference on Image Processing, 2010, pp. 1945-1948.EI ISTP收录)

3. Leyuan Fang and Shutao Li, An efficient dictionary learning algorithm for sparse representation, Chinese Conference on Pattern Recognition, 2010, pp. 489-493EI收录)

4. Juan Yang and Leyuan Fang, Fuzzy connectedness road extraction from high resolution remote sensing image based on GMM-MRF, Chinese Automation Congress, 2013, pp. 502-507.EI收录)

5. Qing Nie, Leyuan Fang, Huiqi Li, and Fei Gao, Graph based optic nerve head segmentation, IEEE Conference on Industrial Electronics and Applications, 2014, pp. 1010-1015.EI收录)

6. Wei Fu, Shutao Li, and Leyuan Fang, Xudong Kang, Jón Benediktsson, Spectral-spatial hyperspectral classification via shape-adaptive sparse representation, IEEE International Geoscience and Remote Sensing Symposium, 2014, pp. 3430-3433,EI ISTP收录)

7. Wuhui Duan, Shutao Li, and Leyuan Fang, Spectral-spatial hyperspectral image classification using superpixel and extreme learning machines, Chinese Conference on Pattern Recognition, 2014, pp. 159-167.EI收录)

8. Dan Liu, Shutao Li, and Leyuan Fang, Hyperspectral image classification by exploiting the spectral-spatial correlations in the sparse coefficientsChinese Conference on Pattern Recognition, 2014, pp. 151-158.EI收录)

9. Wuhui Duan, Shutao Li, Leyuan Fang, Superpixel-based composite kernel for hyperspectral image classification, IEEE International Geoscience and Remote Sensing Symposium, pp.1698-1701, 2015.EI ISTP收录)

10. Xudong Kang, Shutao Li, and Leyuan Fang, Jón Benediktsson, High resolution visible image completion of urban region using corresponding hyperspectral image, IEEE International Geoscience and Remote Sensing Symposium, pp. 1155-1158, 2015.EI ISTP收录)

11. Ting Lu, Shutao Li, and Leyuan Fang, Decision fusion of pixel-level and superpixel-level hyperspectral image classifiers, IEEE International Geoscience and Remote Sensing Symposium, pp. 1524-1527, 2016.EI ISTP收录)

12. Renwei Dian, Shutao Li, and Leyuan Fang, Non-local sparse representation for hyperspectral image super-resolution, IEEE Conference on Image Processing, 2016, pp. 2832-2835. EI ISTP收录)

13. Wei Fu, Shutao Li, and Leyuan Fang, Spectral-spatial hyperspectral image classification via superpixel merging and sparse representation, IEEE International Geoscience and Remote Sensing Symposium, 2015, pp. 4971-4974.EI ISTP收录)