Y. Duan, F. Liu, L. Jiao, X. Tao, J. Wu, C. Shi, M.O. Wimmers, Adaptive Hierarchical Multinomial Latent Model With Hybrid Kernel Function for SAR Image Semantic Segmentation, IEEE Transactions on Geoscience and Remote Sensing, (2018) 1-19. ( 2018.5.16 online)
Lin, Leping; Liu, Fang; Jiao, Licheng; Yang, Shuyuan; Hao, Hongxia. The overcomplete dictionary-based directional estimation model and nonconvex reconstruction methods.IEEE Transactions on Cybernetics, 2018.3, 48(3), 1042-1053.
Liu, Fang; Wu, Jie; Li, Lingling; Jiao, Licheng; Hao, Hongxia; Zhang, Xiangrong, A Hybrid Method of SAR Speckle Reduction Based on Geometric-Structural Block and Adaptive Neighborhood, IEEE Transactions on Geoscience and Remote Sensing, 2018.2, 56(2): 730~748
Wang Xiaotao, Liu Fang. Maximum Correntropy Criterion based Low Rank preserving projection for Hyperspectral Image Classification, IEEE Geoscience and Remote Sensing Letters. (2018.6 accepted)
Yiping Duan, Fang Liu, Licheng Jiao, Peng Zhao,Lu Zhang.SAR Image Segmentation Based on Convolutional-wavelet Neural Network and Markov Random Field,Pattern Recognition,2017,64:255-267. [code]
Wang Xiaotao, Liu Fang.Weighted Low Rank Representation based Dimension Reduction for Hyperspectral Image Classification,IEEE Geoscience and Remote Sensing Letters,2017, 14(11), 1938-1942.
Fang Liu, Junfei Shi, Licheng Jiao, Hongying Liu, Shuyuan Yang, Jie Wu, Hongxia Hao, and Jialing Yuan, Hierarchical Semantic Model and Scattering Mechanism Based PolSAR Image Classification, Pattern Recognition,2016,59:325-342.[Download]
Fang Liu, Yiping Duan, Lingling Li, Licheng Jiao, Jie Wu, Shuyuan Yang, Xiangrong Zhang, and Jialin Yuan, SAR image segmenation based on hierarhical visual semantic and adaptive neighborhood multinomial latent model,IEEE Trancactions on Geoscience and Remote Sensing,2016,54(7):4287-4301. [Download]
Xiaoliang Ma, F. Liu, Yutao Qi, Xiaodong Wang, Lingling Li, L.C.Jiao, Minglei Yin and Maoguo Gong. A multiobjective evolutionary algorithm based on decision variable analyses for multi-objective optimization problems with large scale variables. IEEE Transaction on Evoluationary Computation, VOL.20,NO.2,APRIL,2016:275-298.[c++code][supplementary material]
Hong Li, Fang Liu, Shuyuan Yang, Licheng Jiao, Kai Zhang, Xiaomeng Su. Refined Pan-Sharpening with NSCT and Hierarchical Sparse Auto-Encoder.IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing,2016, 9(12):5715~5725.
Yong Huang , Fang Liu . Detecting Cars in VHR SAR Images via Semantic CFAR Algorithm. IEEE Geoscience and Remote Sensing Letters, 2016,13 (6):801-805.
Jie Wu, Fang Liu, Hongxia Hao, Lingling Li, Licheng Jiao and Xiangrong Zhang.A Nonlocal Means for Speckle Reduction of SAR Image with Multiscale-Fusion-Based Steerable Kernel Function,IEEE Geoscience and Remote Sensing Letters, 13(11), pp 1646-1650, 2016.
Y. P. Duan, F, Liu, L. C. Jiao, “Sketching Model and Higher Order Neighborhood Markov Random Field-Based SAR Image Segmentation”, IEEE Geoscience and Remote Sensing Letters, 13(11), pp 1686-1690, 2016.
Xiaoliang Ma, Fang Liu, Yutao Qi. etal. MOEA/D with biased weight adjustment inspired by user-preference and its application on multi-objective reservoir flood control problem. Soft Computing, 2016, 20(12):4999–5023.
Junfei Shi, Lingling Li, Fang Liu, Hongying Liu, Shuyuan Yang, Lu Liu and Hongxia Hao.Unsupervised Polarimetric SAR Image Classification based on Sketch Map and Adaptive Markov Random Field.Journal of Applied Remote Sensing,2016,10(2), 025008-1~025008-20.
Wan Li, Fang Liu, Licheng Jiao, Hongxia Hao, Shuyuan Yang, A group matching pursuit for image reconstruction. Signal Processing Image Communication, 2016, 49: 47-62.
Leping Lin, Fang Liu, Licheng Jiao. Geometric Structure Guided Collaborative Compressed Sensing [J], Signal Processing: Image Communication, 2016, 40(1): 16-25.
Cheng Shi, Fang Liu, Licheng Jiao, Irfana Bibi, 3-D Deep Convolutional Neural Networks for Hyperspectral. Submit to IEEE Trancactions on Geoscience and Remote Sensing.[code]
Jie Wu, Fang Liu, Hongxia Hao, Lingling Li, Licheng Jiao and Xiangrong Zhang,SAR-Steerable Kernel function for SAR Speckle Reduction. Submit toIEEE Geoscience and Remote Sensing Letters.[code]
Fang Liu, Jie Wu, Lingling Li, Licheng Jiao, Hongxia Hao, Xiangrong Zhang, A Hybrid Method of SAR Speckle Reduction based on Geometric-structural Block and Adaptive Neighborhood. Submit to TGRS.[Second Review].[code]
Cheng Shi, Fang Liu, Lingling Li, Licheng Jiao, Deep Ridgelet Convolutional Neural Networks for Hyperspectral Image Classification, Submit to IEEE J-STARS [code].
Zhi-Guo Zhou, Fang Liu, Ling-Ling Li, Li-Cheng Jiao, Zhi-Jie Zhou, Jian-Bo Yang, Zhi-Long Wang,A cooperative belief rule based decision support system for lymph node me[ant]tastasis diagnosis in gastric cancer. Knowledge-Based Systems,85,62-70,2015.
Fang Liu, Leping Lin, Licheng Jiao, Lingling Li,et.al. Non-convex Compressed Sensing by Nature-inspired Optimization Algorithms.IEEE Transactions on Cybernetics, 2015,45(5): 1028-1039.[matlab][Download]
C. Shi, F. liu, L.L. Li, L.C. Jiao, Y.P.Duan, and S.Wang, "Learning Interpolation via Regional Map for Pan-sharpening," IEEE Transactions on Geoscience and Remote Sensing, 2015,53(6):3417-3431.[Download]
Jie Feng, Licheng Jiao, Fang Liu, Tao Sun, Xiangrong Zhang, Mutual information based semi-supervised hyperspectral band selection with high discrimination, high information, and low redundancy, IEEE Transactions on Geoscience and Remote Sensing, 2015, 53(5):2956-2969.
Jie Wu, Fang Liu, Licheng Jiao, Xiangrong Zhang, Hongxia Hao, Shuang Wang, Local Maximal Homogeneous Region Search for SAR Speckle Reduction with Sketch-based Geometrical Kernel Function. IEEE Transactions on Geoscience and Remote Sensing. 2014,53(9) : 5751-5764.(C code)[Download]
Xiaodong Wang, F. Liu, L.C. Jiao, Jiao Wu, Jianrui Chen, Incomplete variables truncated conjugate gradient method for signal reconstruction in compressed sensing. Information Sciences 288, 2014 :387–411.
Leping Lin, Fang Liu, Licheng Jiao. Compressed Sensing by Collaborative Reconstruction on Overcomplete Dictionary, Signal Processing 103 (2014), 92-102.
Cheng Shi, Fang Liu, Lingling Li, Hongxia Hao, Pan-Sharpening for Multi-spectral and Panchromatic images with thin clouds using enhanced Mask Dodging and shift-invariant Shearlet transform. Journal of Applied Remote Sensing. 2014, 8(1):1-17. (matlab code)
C .Shi, F. Liu, and Q.G. Miao, "Pan-sharpening via Regional Division and NSST," Multidedia Tools and Applications, 2014.
Zhi-Guo Zhou, Fang Liu, Li-Cheng Jiao, Zhi-Jie Zhou, Mao-Guo Gong, Xiao-Peng Zhang, A bi-level belief rule based decision support system for diagnosis of lymph node me[ant]tastasis in gastric cancer, Knowledge-based systems, 54, 128-136, 2013. (matlab code and data)
Zhi-Guo Zhou, Fang Liu, Li-Cheng Jiao, Zhi-Long Wang, Xiao-Peng Zhang, Xiao-Dong Wang, Xiao-Zhuo Luo, An evidential reasoning based model for diagnosis of lymph node me[ant]tastasis in gastric cancer, BMC Medical Informatics and Decision Making, 13 (123), 2013.
Zhiguo Zhou, Fang Liu, Licheng Jiao, Lingling Li, Xiaodong Wang, Shuiping Gou, Shuang Wang. Object information based interactive segmentation for fatty tissue extraction. Computers in Biology and Medicine, 2013,43(10), :1462-1470.
Jiao Wu, Fang Liu, Licheng Jiao, Xiaodong Wang. Multivariate pursuit image reconstruction using prior information beyond sparsity. Signal Processing. 2013. 93(6):1661-1671.
Fang Liu, Si-feng Zhu, Zheng-yi Chai, Yu-tao Qi, Jian-she Wu. Immune optimization algorithm for solving vertical handoff decision problem in heterogeneous wireless network. Wireless Networks. 2013, 19(4): 507-516.
Zheng-yi Chai, Fang Liu, Yu-tao Qi and Si-feng Zhu, On the use of immune clonal optimization for joint subcarrier and power allocation in OFDMA with proportional fairness rate. International Journal of Communication Systems. 2013,26(10): 1273-1287. (SCI 000325539100004 )
Zheng-Yi Chai, Fang Liu, Yu-Tao Qi, Jian-She Wu.A Novel Immune Optimization Algorithm for Fairness Resource Allocation in Cognitive Wireless Network. Wireless personal communications. 2013, 69(4): 1671-1687. (SCI:000316914800034) (EI: 20132816476592)
Xiao-Dong Wang, Fang Liu, Li-Cheng Jiao, Zhi-Guo Zhou, Jingjing Yu, Bing Li, Jianrui Chen, Jiao Wu, Fanhua Shang, An evidential reasoning based classification algorithm and its application for face recognition with class noise, Pattern Recognition, 45 (12), 4117-4128, 2012.
J. Wu, L. Jiao, C. Jin, F. Liu, M. Gong, R. Shang, W. Chen. Overlapping community detection via network dynamics. Physical Review E, Vol. 85, No. 1, 2012: 016115.
Zhu Si-feng, Liu Fang, Qi Yu-tao, Chai Zheng-yi, Wu Jian-she, Immune optimization algorithm for solving joint call admission control problem in next-generation wireless network, Engineering Applications of Artificial Intelligence, 25(7), pp. 1395-1402, 2012/10.
Jiao Wu, Fang Liu, L.C. Jiao, Xiaodong Wang, Compressive Sensing SAR Image Reconstruction based on Bayesian fr[ant]amework and Evolutionary Computation, IEEE Transaction on Image Processing, 2011,20(7):1904-1911. (SCI: 000291823600011) (EI: 20112614101836)
Jiao Wu, Fang Liu, L. C. Jiao, Xiaodong Wang, Biao Hou, Multivariate Compressive Sensing for Image Reconstruction in the Wavelet Domain: Using Scale Mixture Models, IEEE Transaction on Image Processing, 2011,20(12):3483-3494.(SCI: 000297340300015). (EI: 20114814561161)
D. Yang, L. Jiao, M. Gong, F. Liu. Artificial Immune Multi-objective SAR Image Segmentation with Fused Complementary Features. Information Sciences, 2011,181(13): 2797-2812.
Peng, Yali; Liu, Fang; Jiao, Licheng; Liu, Shigang, Occlusion recovery method for orthographic projection based on 1D subspace, Chinese Journal of Scientific Instrument, 2011,32(9).
Jingjing Yu, Fang Liu, Jiao Wu, Licheng Jiao, Xiaowei He, Fast Source Reconstruction for Bioluminescence Tomography Based on Sparse Regularization, IEEE Transactions on Biomedical Engineering, 2010, 57(10): 2583 – 2586. (SCI: 000283590000010) (EI: 20103913254084).
Wenge Zhang, Fang Liu, Licheng Jiao, Biao Hou, Shuang Wang, and Ronghua Shang. SAR Image Despeckling Based on Edge Detection and Feature Clustering in Bandelets Domain. IEEE Geoscience and Remote Sensing Letters, 2010,70(1): 131-135. (SCI:000276079000027) (EI: 20100512680180)
M. Gong, L. Jiao, F. Liu, W. Ma. Immune Algorithm with Orthogonal Design based Initialization, Cloning, and Selection for Global Optimization. Knowledge and Information Systems, Springer, 2010,25(3): 523–549.
Jingjing Yu, Fang Liu, L. C. Jiao, Shuyuan Yang, Xiaowei He. A finite element meshes aggregating approach to multiple-source reconstruction in bioluminescence tomography. International Journal of Biomedical Imaging. 2010,57(10): 2583-2586.
J. Wu, F. Liu and L. Jiao, “WBCT-Based Multivariate Compressive Sensing using Image Statistical Model,” in Proceedings of Second International Conference on FCC, vol. 1, pp. 40-43, 2010.
Zhang Wenge, Wang Suang,Liu Fang, Gao Xinbo,Jiao Licheng. Image Denoising Using Bandelet Transform and Hidden Markov Tree Models. CHINESE JOURNAL OF ELECTRONICS, 2010,19(4):646-650. (SCI:000284517800015) (EI: 20105013477470 )
Peng Y, Liu S, Liu Fang, Projective reconstruction with occlusions. Opto-Electronics Review, Jun. 2010: 150-154. (SCI:000276615200004)
W.G. Zhang, F. Liu and L.C. Jiao.SAR Image Despeckling via Bilateral Filtering. IET Electronics Letters, 2009,45(15):781-783. (SCI: 000268274000011)(EI: 20093412259608)
Zhang Wenge, Liu Fang, Jiao Licheng and Gao Xinbo. SAR image despeckling based on edge detection and nonsubsampled second generation Bandelets. Journal of Systems Engineering and Electronics. 2009, 20(3):519-526.(SCI: 000267733700012)
Hao Hongxia, Liu Fang, Jiao Licheng. Image enhancement based on intrascale dependencies of the second generation curvelet transform. Proceeding of SPIE. 2009. v 7498. 749849. (EI 20095112550422)
Jiao Wu, Fang Liu, Licheng Jiao. Reconstruction of images from compressive sensing based on the stagewise fast LASSO. Proceeding of SPIE. 2009. v 7498. 749848. (EI 20095112550421)
Jingjing Yu, Fang Liu, Licheng Jiao, Xiaowei He. Three-dimensional source reconstruction for bioluminescence tomography using the LSQR methods with preconditioning. Proceeding of SPIE. 2009. v 7497. 74971N1-7. (EI 20095112550602)
Liu, Fang; Liu, Yingying; Hao, Hongxia . Unsupervised SAR image segmentation based on quantum-inspired evolutionary gaussian mixture model, APSAR 2009 - 2009 Asia-Pacific Conference on Synthetic Aperture Radar, Proceedings, 2009:809-812.(EI: 20101212789285)
Liu Fang, Yang Kai, Hao Hongxia, Hou Biao, Zhong Hua. Texutre image segmentation using Brushlet-domain hidden Markov models. Proceeding of SPIE. 2009. v 7498. 749854. (EI 20095112550449)
Liu Fang, Qi Yutao, Xia Zhuchang, Hao Hongxia. A discrete differential evolution algorithm for the job shop scheduling problem. Proceedings of the 1st ACM/SIGEVO, GEC09, 2009: 879-882. (CPCI: 000282382900131) (EI:20093012219587)
Qi, Yutao , Liu, Fang , Jiao, Licheng .A parallel artificial immune model for optimization.CIS 2009 - 2009 International Conference on Computational Intelligence and Security:20-24. ( EI:20101112769077)
X. Zhang, L. Jiao, F. Liu, L. Bo, M. Gong. Spectral Clustering Ensemble Applied to Texture Features for SAR Image Segmentation. IEEE Transactions on Geoscience and Remote Sensing, 2008, 46(7): 2126–2136.
Yutao Qi, Licheng Jiao, Fang Liu. Multi-Agent Immune Memory Clone based Multicast Routing. Chinese Journal Electronics. 2008, 17(2): 289-292.
Fang Liu, Junying Liu. SAR image denoising based on wedgelet and dual-tree complex wavelet transform. ISPACS2007 Nov.28-Dec.1, 2007 Xiamen, China. pp.385-388. (EI:082111272152)
Liu, Fang; Liu, Junying; Gao, Yi. Image fusion based on wedgelet and wavelet. 2007 International Symposium on Intelligent Signal Processing and Communications Systems, ISPACS 2007: 682-685.( EI:082111272272)
Yutao Qi, Fang Liu,Licheng Jiao, Pheromone Based Dynamic Vaccination for Immune Algorithms. ICCS2007, LNCS4490, 2007,1053-1060. (EI:080411044923)
Fang Liu, Yun Tian, Intrusion detection based on Clustering Organizational Co-Evolutionary Classification,FSKD 2006, LNAI 4223,pp.1113-1120. (SCI:000241106000139)
Fang Liu, Liqi Wei, A Polyclonal Selection Clustering for Packet Classification, FSKD 2006, LNAI 4223,pp.1096-1104. (SCI:000241106000136)
Fang Liu, Yuan Liu, Xi Chen, Jin-shi Wang, Multi-Agent Immune Clonal Selection Algorithm Based Multicast Routing,ICNC 2006, Part Ⅱ,LNCS 4222,pp.319-327. (SCI:000241892100039)
Xiaoying Pan, Fang Liu, Licheng Jiao, a dynamic clonal selection algorithm for project optimization scheduling, Lecture Notes in Computer Science, The 6th International Conference on Simulated Evolution and Learning, pp: 821-828, 2006. (SCI:000242556300103) (EI:064810275925)
Fang Liu, Zhao Jing, An immune clonal selection scheduling algorithm for input-queued witches, v 4247 LNCS 2006, pp. 790-797, (EI:064810275921)
Fang Liu, Yutao Qi, Jingjing Ma, Maoguo Gong, Ronghua Shang, Yangyang Li and Licheng Jiao. High Performance Immune Clonal Algorithm for Solving Large Scale TSP. Traveling Salesman Problem, Theory and Applications, Book edited by: Donald Davendra, ISBN: 978-953-307-426-9, Publisher: InTech, Publishing date: December 2010.