1.     Wei  Zhang,  Lan Du, Liling Li, Xuefeng Zhang, Hongwei Liu, Infinite Bayesian one-class support vector machine based on Dirichlet process mixture clustering, Pattern Recognition, 2018 Online published.

2.     Tingli Li,  Lan Du, Target discrimination for SAR ATR based on scattering center feature and K-center one-class classification, IEEE Sensors Journal, 18(6), pp2453-2461, 2018.

3.     Hua He ,  Lan Du, Yue  Liu ,Jun Ding, Similarity preserving multi-task learning for radar target recognition, Information Sciences, 436-437(2018), pp388-402, 2018.

4.     Yan Wang,  Lan Du, Hui Dai, Target discrimination method for SAR images based on semisupervised co-training, Journal of Applied Remote Sensing, 12(1), pp015004-1-11, 2018.

5.     Zhaocheng Wang,  Lan Du, Peng Zhang, Lu Li, Fei Wang, Shuwen Xu, Hongtao Su, Visual attention-based target detection and discrimination for high-resolution SAR images in complex scenes, IEEE Transactions on Geoscience and Remote Sensing, 2017 Online published.

6.     Zhaocheng Wang, Lan Du, Hongtao Su, Target detection via Bayesian-morphological saliency in high-resolution SAR images, IEEE Transactions on Geoscience and Remote Sensing, 55(10), pp5455-5466, 2017.

7.      Sheng Deng, Lan Du, Chen Li, Jun Ding, Hongwei Liu, “SAR automatic target recognition based on Euclidean distance restricted autoencoder,” accepted for publication in IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

8.      Yongguang Sun, Lan Du, Yan Wang, Yinghua Wang, Jing Hu, “SAR automatic target recognition based on dictionary learning and joint dynamic sparse representation,” IEEE Geoscience and Remote Sensing Letters, vol. 13, no. 12, pp. 1777 – 1781, 2016.

9.      Hui Dai, Lan Du, Yan Wang, Zhaocheng Wang, “A modified CFAR algorithm based on object proposals for ship target detection in SAR images,” IEEE Geoscience and Remote Sensing Letters, vol. 13, no. 12, pp. 1925-1929, 2016.

10.      Liling Li, Lan Du, Wei Zhang, Hua He, Penghui Wang, “Enhancing information discrimination analysis: Feature extraction with linear statistical model and information-theoretic criteria,” Pattern Recognition, no. 60, pp. 554-570, 2016.

11.      Lan Du, Linsen Li, Baoshuai Wang, Jinguo Xiao, “Micro-doppler feature extraction based on time-frequency spectrogram for ground moving targets classification with low-resolution Radar,” IEEE Sensors Journal, vol. 16, no. 10, pp. 3756-3763, 2016.

12.      Lan Du, Hua He, Le Zhao, Penghui Wang, “Noise robust radar HRRP target recognition based on scatterer matching algorithm,” IEEE Sensors Journal, vol. 16, no. 3, pp. 1743-1753, 2016.

13.      Yan Wang, Lan Du, Hui Dai, “Unsupervised SAR image change detection based on SIFT keypoints and region information,” IEEE Geoscience and Remote Sensing Letters, vol. 13, no. 7, pp. 931-935, 2016.

14.      Hongwei Liu, Bo Feng, Bo Chen, Lan Du, “Radar high-resolution range profiles target recognition based on stable dictionary learning,” IET Radar Sonar and Navigation, vol. 10, no. 2, pp. 228-237, 2016.

15.      Danlei Xu, Lan Du, Hongwei Liu, Penghui Wang, Junkun Yan, Yulai Cong Xun Han, “Compressive sensing of stepped-frequency radar based on transfer learning,” IEEE Transactions on Signal Processing, vol. 63, no. 12, pp. 3076-3087, 2015.

16.    Lan Du, Penghui Wang, Lei Zhang, Hua He, Hongwei Liu, “Robust statistical recognition and reconstruction scheme based on hierarchical Bayesian learning of HRR radar target signal,” Expert Systems with Applications, vol. 42, no. 14, pp. 5860-5873, 2015.

17.    Lan Du, Baoshuai Wang, Penghui Wang, Yanyan Ma, Hongwei Liu, “Noise reduction method based on principal component analysis with beta process for micro-doppler radar signatures,” IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 8, no. 8, pp. 4028-4040, 2015.

18.    Danlei Xu, Lan Du, Hongwei Liu, Penghui Wang, “Bayesian classifier for sparsity-promoting feature selection,” International Journal of Pattern Recognition and Artificial Intelligence, vol. 29, no. 6, 2015.  

19.    Lan Du, Yanyan Ma, Baoshuai Wang, Hongwei Liu, “Noise-robust classification of ground moving targets based on time-frequency feature from micro-doppler signature,” IEEE Sensors Journal, vol. 14, no. 8, pp. 2672-2682, 2014.

20.    Yanbing Li, Lan Du, Hongwei Liu, “Hierarchical classification of moving vehicles based on empirical mode decomposition of micro-doppler signatures,” IEEE Transactions on Geoscience and Remote Sensing, vol. 51, no. 5, pp. 3001-3013, 2013.

21.    Lan Du, Baoshuai Wang, Yanbing Li, Hongwei Liu, “Robust classification scheme for airplane targets with low resolution radar based on EMD-CLEAN feature extraction method,” IEEE Sensors Journal, vol. 13, no. 12, pp. 4648-4662, 2013.

22.    Mian Pan, Lan Du, Penghui Wang, Hongwei Liu, Zheng Bao, “Noise-robust modification method for Gaussian-based models with application to radar HRRP recognition,” IEEE Geoscience and Remote Sensing Letters, vol. 10, no. 3, pp. 558-562, 2013.

23.    Junying Zhang, Xiaoxue Zhao, Lan Du, “Solving multi-class problems by data-driven topology-preserving output codes,” Neurocomputing, vol. 121, no. SI, pp. 556-568, 2013.

24.    Mian Pan, Lan Du, Penghui Wang, Hongwei Liu, Zheng Bao, “Multi-task hidden markov modeling of spectrogram feature from radar high-resolution range profiles,” Eurasip Journal on Advances in Signal Processing, pp. 1-17, 2012.

25.    Lan Du, Hongwei Liu, Penghui Wang, Bo Feng, Mian Pan, Zheng Bao, “Noise robust radar HRRP target recognition based on multitask factor analysis with small training data size,” IEEE Transactions on Signal Processing, vol. 60, no. 7, pp. 3546-3559, 2012.

26.    Lu Ren, Lan Du, Lawrence Carin, David Dunson, “Logistic stick-breaking process,” Journal of Machine Learning Research, no. 12, pp. 203-239, 2011.

27.    Lan Du, Penghui Wang, Hongwei Liu, Mian Pan, Feng Chen, Zheng Bao, “Bayesian spatiotemporal multitask learning for radar HRRP target recognition,” IEEE Transactions on Signal Processing, vol. 59, no. 7, pp. 3182-3196, 2011.

28.    Lan Du, Minhua Chen, Joseph Lucas, Lawrence Carin, “Sticky hidden Markov modeling of comparative genomic hybridization,” IEEE Transactions on Signal Processing, vol. 58, no. 10, pp. 5353-5368, 2010.

29.    Feng Chen, Hongwei Liu, Lan Du, Zheng Bao, “Target classification with low-resolution radar based on dispersion situations of eigenvalue spectra,” Science China-Information Sciences, vol. 53, no. 7, pp. 1446-1460, 2010.

30.    Lan Du, Hongwei Liu, Zheng Bao, “Radar HRRP statistical recognition based on hypersphere model,” Signal Processing, vol. 88, no. 5, pp. 1176-1190, 2008.

31.    Lan Du, Hongwei Liu, Zheng Bao, “Radar HRRP statistical recognition: parametric model and model selection,” IEEE Transactions on Signal Processing, vol. 56, no. 5, pp. 1931 -1944, 2008.

32.    Lan Du, Hongwei Liu, Zheng Bao, Junying Zhang, “Radar automatic target recognition based on feature extraction for complex HRRP,” Science China-Information Sciences, vol. 51, no. 8, pp. 1138-1153, 2008.

33.    Lan Du, Hongwei Liu, Zheng Bao, Junying Zhang, “Radar automatic target recognition using complex high-resolution range profiles,” IET Radar Sonar and Navigation, vol. 1, no. 1, pp. 18-26, 2007.

34.    Lan Du, Hongwei Liu, Zheng Bao, Junying Zhang, “A two-distribution compounded statistical model for radar HRRP target recognition,” IEEE Transactions on Signal Processing, vol. 54, no. 6, pp. 2226-2238, 2006.

35.    Lan Du, Hongwei Liu, Zheng Bao, Mengdao Xing, “Radar HRRP target recognition based on higher order spectra,” IEEE Transactions on Signal Processing, vol. 53, no. 7, pp. 2359-2368, 2005.